N 8 ( K O L M0NlM0N W K / Z /O W O r OOM Z W JNO ZzLV O ` ( Z M M \y/-0->/ ZLV ODM+ W d d- Z M MODM V N o : L ] K V ] L O LDZ W K /W M L / O Z - OOM NO W O ZzLV M Z M W X ZLVi` OM I d dM MODM N 0 \ + AD2SCE: 3 O X N/O W OM>N\yKO/ M L N W] r LDZ / O L - Z V L ] V ] L 1 v O W 1 / Vd V ] Z O /W L / Z - M 0 + Z K W X\y/ L X W /r W Z / L K - Z ¡V T L ] V ] L 1 v W K 1|/ VV ] Z K/W L / Z s \y/ L r ]- Z VZ W W 1 Z L X ZVV / L X W1 Z V W X Xp\y/ L = 24&*> dKL56*'K"R+)(3+ 'n?zl%B$:K"")->2*<4&(Q$6@!sz \ nwn > >.*'4'n # ) # )) n ' < N 5#<.+BKG0 E z+k5#< NVn 5#
=
=
<
=
=
=8=
<
=
<
=
=
=
=
?
=
=
<
@
=
=
=
=1=
=
=%=
=
=
=
=
=
@
=
@
<
@
=
=
=
=
=
=
=
=
=
=
=
I@
?
@
?
@
=
=B=
=
=
?
@
=
=
=%=
A@
=
=
=
?
@
<
=
=
=
<
=
=
=
=
=
<
=
=
=
<
?
=
=
<
?
?
=
=
=
?
<
=
@
=
@
=
=
=
?
=
=
<
=
<
=
=
=
?
=
<
= =
?
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<
<
=
=
<
=
=
=
<
=
=
<
=
<
=
<
<
=
=
=
=
;} P H P
:
>
O O M N N M N O O N N H K J %J K K K
/ \y/ L r ]- Z 1 v W Z y\ /: ->->/ s @ V ] : W] r : LDZ / L VhZ Z Z W Z r 0 5 6 243 > ( ( 0 +572S6 3 98 0 + 243 ® + *,+ * HI @ : : : ( ( 0 +572S6 3 98 0 + 243 8 5 6 2S3 > + *,@ + * : : 6 HI : 6 ( ( 0 +572S6 3 98 0 + 243 8 F 5 6 2S3 > + *,+ OD* M N 6 HI O NO 6 O (d J%K ) + O , O + K d j O OM M>N dmg K M0OL M O Z W X O ZO L O ZL OM Z W X W X r MO /z\ ZLV I ODM NO O ODM N O ZzV K _ r N Z M V K \yK / L J ZL X _ ZV gxJ OM ZL X N%M L / OV J X ] L K OODVhM Z W \y] L M0KO ML / r d X dM MODM N_ -O 0/ N W 1 O \ N ZzM0V j M Z Z NO ZL V ] - ZNL rO /kX d - K M d M Z O ZL O O K V ] - J© ZL NO K ZL O Z W X W X NM M r M d 0/\+576 W Z KZL W ZK LZ ->- -?r (Z W OK M Z M>W N X ODM - K - d /k/kN X 2 O N \ L /r r K O W 1N W - W Z W1 V ODM I / K W X|/zODWM\ _@ZK NLV ZLL V / ( O Z J - ->Z r O \y/ L ] O V L Z X d r /kj X - Z W X K VhZ W VhZ - V ] - Z g X ¡ ] N /W V s N Z WO ® X Z r - ZL / K M0O r M Z /W VhZ W K O ] NJ X /n M>N J X ] M O ] rr Z N /OW K /\ u ] N Z M /W HkI ODM / HI o I O ZV J%_ r K Z V K \y/ L ZzL X _ ZV ZzL X L / V X ] L K L /]1 - V / LL /W¡ X / Z W SUS ¬ VL L /W K L
VZ Z - X / ZV )8 ) W W V ) s Z W u ] Z /W I s L Z X L ) )z8 ) () Q F ¥ > 5 3 2 ) ) 6 3 0 / 1 , * + H I M M0N?O ODM O M0O M 2 5 M 6 M 3 ¢ 3 O g MO O K o O O d Kj J% K g|K d K N O N K O : ¥wM ¥ § N O N O N M O N D O M N M K M V V / LL \y// W L X r ] W M - V Z ODM /J W^N /zK \ K K SUM S ZV V_ L r OZN ) L V /K WO \y1 / K Lv J N W ZzL X WO _ ZV V N ->J] ZzL L X M L SU/ O V ZzV X ] LL Js /] O -0X I /W - M ZV ODN NZ ->/O W1 OMZ O N WN O W V d O W d K M M0O ODM ] N rO r MZ N /M W M V d/ LL M K /W X M X M O/ M O W N_ OXrv/X X M>] j - Z J - M L L /WZ ] N W ] V r ZO r K /Z WM /WpZ M W / M X v Z L - 1VhWZ r - X W L M / /z\ OKZM -N"Kd W M /W\K V W X s v Z W X X ] Z -\ NL O /WW] ] W r V Z LZ /W/ L MZ K W M X g Z - 1W K r OM W /\ K V / LL V W W V LZODM L Z W VZ - O K W d 1 Z - X M Z M \ g L -O ODM n - /k/M XO /\ N M0N N W o X fd v © X M O] F M Z - L O/M W¡ O] ODM WM V Z O /¡ W N : OMW 1 J Z X X M0j X MI MK M Z W X ZL X NZ O ] O_ - ZL \y] W V /W K \y/ L"SUS /\ u ] Z /W I /]->¥ X W Z W Z ] - ZL \y] W V /W J%\y/ K L K VZ - XU/ V v \y] W V /WR/K \ u ] Z /W HI s K 1W / L W 1 Z V /W Z W \ ZV / L V ZL \ L /r X L W Z W 1 VZ - X -0/1P- - //kX I ~H~H ! Z b X ! PQjj* M N g N M0d O O M O M>N O N M K M ODN NN O M0 N NO O K N M M0N M K O%O M M M L v /] - X VL K dX J j ZV _ r Z VM Z - 1WO%r M>N W L / V X ] L O /OW OM ] K X W O Z ->OODJ%M K L r ODK M W N ] W - O J / dmL g J Z M X I OlO d M M VhZ - W1 Z X K L W V W u ] K s W V Z \y] ->- \y/ L ZL X _ ZV ZL X Z - 1W r K W L \y/ L r Xw/W - Z K V s Z WX -Z V r W X X Z r ZL 1 W Z 1 WW W 1 Z W X W X /\ ZV r/X - ZL =
=
=
=
=
=
=
=
=
<
?
@
?
@
?
@
?
@
?
@
?
@
?
@
?
@
?
@
?
@
=
=
=
=
=
=
==
=
<
=
=
=
<
=
=
= <
=
=
= <
=
@
=
=
=
=
=
=
=
=
=
=
?
=
=
<
=
=
=
<
=
=
=
=
bH
L
=
=
>N
=
=
=
?
=
=
=
=
=
=
=
=
=
=
WJ
<
=
V
=
=
"!#$# _ %%X ' [ &]Bd <
=
=
=
=
=
=
@
=
PO
=
<><
=
?
=
=
=
@@
UT N
=
<
=
=
POQHSR
=
=
=
?
=
=
<
=
@
@
=
=
=
=
=
=
=
C
=
=
<
=
=
=
?
=
=
=
=
I@
@
=
<
=
=
?
=
=
=
=
=
@
=
=
=
=
? ?
<
?
<
=
=
=
?
@
=
=
=
@
<
=5=
<
?
@
=
?
=
=
=c=
=
=
@
@
=
=
=
=
=
=
=
=
=
=
=
=
=
=
?
=
<><
=
<
=
=
<
=
?
=
=
=
<
=
=
<
=
=
=%=
<
=
=
=
=
=
=
=
<
=
?
=
<
=
=
<
=
<><
=
=
<
=
=
=
=
=
=
=
=
=
=
=
@
=
¬
g|N M>j M O ODM N N O HN O M M0N M J O O NO O K O O M>j M N O O NMODM K M0j M N ] X O O / O N L O ] W O + Z M>j Z M /K r - N O - /k/OOX M V /r M M ] K Z /W O N Z N W X M NK O XpO N ] NM M L / V K X] L O I VZ - W 1 Z - X K / Z /] ] - - //kX s Z W X J%K LDZ K W M /NWRO - - //kX ZL W / K OO VZ - X O IRe M0O K /W O ZLM V d K ZzL M r M L 1 X W J%Z K ->O - VhZ O J N L r L 1 W 1 VZ KW W / Z O V O O / N K OZ -4- N - K /kn /XPdK /z\ N - Z V O s I s N L K / W Z W K V O /z\ OZ W O 1- M /W N dQ^SRS K Z ZV M KZ O N L L N"O 1 W W W 1PNO /K L M0j Wg X / O K M>N M Z r /W M O W K Z W V K I M0OM }T/OODM Z Z VZ - V /r K - ZzL 1 \y] ->- _ ZLK V Z W X ZzV _ r Z K V V W u ] V /r u ] vzZ - O W s Z N -0M/W O1 M Z r / N - - N MZ M>N W V O -0] X M X W NLM V /1W /W M- Z V ON I ODM N O O O O O K N N M K gk{ M r / N L V /r - NM X M VL K /J W /M0K OD\ M \y] -0- _ N ZLOV N VhZ - W 1 M W /N 1 vK W L O W ODVK M OM L7_ r W N V N /W M HI I M N / ODM Z V g /r ZL X N / ON ZV _ r MO"ODZ M M>NV Nsl\yO ] -0- _ M O ZzMO"LV O N VhZ M- O Wg1 N ->X NNM0/kd / K L L M / L r MO - ZL O L V N/M 1W O /W L ] - Ns O Z W O X L J% u ] K L r / L V /r ] Z /W r I O N O O N J K K K ] ->- _ ZLV VZ - W 1 1 v ZL V ] - ZzL - /k/ LlL ] - W V /r ] X Z K ZV /W ZzL Z W X WX r /x- r Z / - s I I /] ] W 1 Z - 1W _ r W /\ Z I =
=
<
=
=
<><
=
=
=
<
=
=
=
=
=
=
=
=
=1=
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=%=
<
=
<
=
=
=
=
=
=
=
<
=
<
=
=
=
=
=
<
=
=
=
=
=
=
=
<
?
=
=
=
=
<
=
=
=
=
<
<
=
=
=
=
=
=
<
=
<
=
=
<
=
=
=
<
=
=
=
=
=
=
=
<
=
<
=
@
=
<
=
=
=
=
=
$ /
/1&
7
4
*c&
)!49/13
#%!8797
$%;/
=
=
M ON O M O M>N O M NODM O M N N ODN O N O ODM N O M M K K M0N N O O M M L r W L o / L M X W M O@g V Z L M0OMW v N N 1 Z £ vzo ZLo O /] Z K V /\ o K ] /¡ \ - Z V \y/ L SRS J LZ W W 1 I / L Z V /r ZL /W/\ SRS K s _ r/ / X SUS Z W X S e LZ W W 1P] WX L Z X L vZzL /\ V /W X /W s Z L I ~ } 6 qb M ON OODM d N O M0O d O ¡ M NM NN N No j N>¯ O K O J K NO L r N W T /W - Z V J _ Z X T SUM S OZN L J L \y/ M0LO r d X /W N N ODN V O / ZM L X?M s^T } / L O K { r NM L V¬ Z J NW O T ] W NbN O } M O M M ¡ } { N s MOZ - / N W / WO J Z M N K d Z N N ->- Od L O M: /M ] L W Z - N O s Z W MX MO L / M Z X _ OVh/T Z\ M ¨ }M ® H N K /}]JO L V / K L H / LLDZ ZW I N ¦wJ ¦ s ® J L r K K /] W L ¬ /K W K H N LDZ O W V ¦wjk¦ M /] ZzL XUZ M ]W X K //] \ L O LZ rM W M W W 1LZX Z WO T Z I L / Z X MVZ O} N K N ®wL®Z KW W 1 M Z K Z O : M /]O L ] /\ NNM LZ W K W 1wX Z N Z ZMO WX} { NN ¡ L Z W W
NO 1 O] X NO O /M ] L /\ N V Z WW M- V O ->/ O _ Z M>-N W 1 r VL / /W g LDZ J W O WK 1 X Z M ZI J M L Nr M M W NODM M ] 1 W X ° L K W X W M K X ODW N sir M0O ] L O _ /\ _ Z ] O Z W Q^SRO S M VONL ° / _ / L X Z _@V -0] L X L /W I W J ] K X Z Z S - _ L u ] W V e LV ] Z - W ¥ _ ZzLTefL X V d /W O S _ e NO e O V N / V W s N O X MO - Z Z WXUX NN- M Z _ X N - ZPNV O / O V W s X K r W /O W M0O d O :7¬ M N d NNM N T W Z ->- I N dN O NT O O L ZzL K O Z ® /] K ®w¦w¦w¦ Z O M L J Q^SUO K S M M s J N K O K ¦w¦Z M] O d Z W : L ® Z N \y/ L } { O s O@g } M Z W X NM K N ¬ _ ® /] K L N ] O K N /N\ ¦w¦ M V £ / Zd L X?M s H LDZ W J ] M K s Z WOX N MO K Z ] O Z W M M K L M0Z O O \y/ L N ¨ H _ /O] L O H OM LDZ W O N LDZ W W 1 M OD/N W V / ZL X J I K ° ZzL J K VZ K- /\ Q^SUS K Z ] X K W Zr L X 1 \y/ L J L r W S LDZ W W 1 r V / L / LZZ L r W L L \y/ L r X I ¡
=
=
<
= <
=
<
=
=
EGF
=
=
=
=
?
=
=
<
=
=
=
<
=
=
<
=
=
?
@
@
=
=
=
=
=
=
=
=
= <
=
=
=
<
=
=
<
=
@
=
=
@
=
=
=
<
?
=
?
=
=
=
=
@
=
?
@
=%=
=
=
=
<
?
?
=
=
=
@
=%=
=
=
=
J
=
<
=
<
<
=
<
=
=
=
=
=
=
= <
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
<
=
=
=
<
<
=
=
=
=8=
<
=
=
=
=
<
=
=
<
=
=
=
=
=
<
=
=
=
!"$# %&'(!%*),+-&*+/.0.213+/%+542+5&*6&*$7%89&*)38':%)2+%;#38/%;&*<$+/.00#3=>%*)2?%+5#2&@!%!8A#2&B&C!"85*D %+5# %E3%)2+/#3F&G%8IH9JKH9JLC)30# MN85;%*)20&;0#MN8A*+/%*085#OJ
;f UH 6
M0OM
N O N dmg N M OODM N M O MH N NM O M M>N M0N NO O NO M ° MODVM /1W /W L ] - ZL L /X] V X L V / L K W 1w- Z V XK L v Xp\ L /r S _ LDZ W X Q^SRS sk] W M 1 Z L 1 LDZ r - Z W 1] Z 1 rO/X - I N M ODM \ Z O L Z W] W M V /W O LDZ N W O X L V /1 _ W /W I K { W X { \y/ L%Z r / L V /r - X VL /Ww/\ L r W Z- ] I ~ H jj*;bT \} ! P O M>N N ODM NO OM>NODM g NM M OlM O N ¯ O N oO@g M K ¡ M ON M O N M O N MO M M g O N d N N M O O N M M O M O N O N W O NODM V NM/W?s M Z VZ ->- K 1W MVhO Z W NM W Lvzd Z - J O \y/ K L O j M O ZL VZ - V ] J - O Z O X\y/ L O=OK/N r O OVhZ W VZ - ] N X ZL r Z M 1W ] X I O K W/ V K M>1N W N W VhZ WLvzV Z - /z\4\ Z/ -0- K O L ¢ W M Z L M r\ Z j L W - WI ZLKL / £ r LDK Z W K 1 /X s ] K X \y/ K L O W 1 M 1W ¯ NVM Z W N V M O L O ZOL d Nu ODM] M>g N!r ¢ O - M0j M ] O O X / ¬ Z W O / ° ZVV /O ]d dW M>N \ N ZV O § Z N NL M V W LO L / ZL g O /L \/X W O ¡ 1L M W W VhL Z W V V /1d W M L W 1 N ZL M V / L LM>LN - Z Z X - I s ¦wM0N ->¦w- ¦7V §K N s K I s Z N ] W X O- N K / XwsNO r I I K K I[/O X { /\ V /r O N K NM OTZL N W O 1 M O NO ODW M>X NODM / NM v M L V /J r M - OVZ X N Z W X Zhv Wd / oW ] O X K L W V J%K W X K / K W v /- v - Z / L /] Z L V /r ZL /W K /\ L ] - I W Z X?s LDZ W K 1 N W N V M OM Z M O VhZ - O 1W M M VZ W V W NN LvZ - N%\ Z O -0- ZhOv N W M VhODZ M - V ] -O Z O Xw\yM/ L O dK N M O N M O N N d K M ZzV N dmg I N N] O / O /Jr vzZL Z /W K W LDZ W NNPW 1 M L / V M -O Z KX / Z J LDZ W VLd /W Z ODMJ X \ N_ \M L O M K ODM O M0N N / ML X ODM \ L /Or O Z M O d- W LDM0Z OO WM J%VN KLN K M I K d d M MO@g M0O O/ L X dVhZ W d M M0O@g v OO X Z M K /] NV N /r M O /\ ZUo M0KLO Z W X /r L / V ODM J M0W N K V M O L ZzN L N Z WO ] r O K O L M0N /zM0\TN J%-0O / K VZ /K W M W LO Z W VL M>NO M0d /W ODM Z KZLO - Z K - d /r J N L / K Z O - J N K NN/ V Z W 1 NM W M MK O@g vzO ZL OZ O /W d N r Z X I J \ Kd ZV /K \ ->/ NVhZ /W < O -0g - V Z K ° W 1 NO K L / O K Z - K 2.d s W Z vzZL Z W V N K ZN O/ V Z X ZV K ->/ VhZ /W 2 K 2 W vzZL _ KZ W V /zK \ X L ] /W /O \ M0N O KNWN N] r NMO OL MN /O\ V Z j W 1 N M I N M d NO O ] K OZ M ] r d M \y/ L r - V NlM0g N K Z N d / K Lv NXq: W] r L /\ KV Z W 1 NKN ZzV M - u ] Z - K N M O V O XpWk]K N r M ODL M /\ V Z W<1 O s / > L ZzM L < O 2xK/\ d : s vZzL N Z W O V W M Wk]r M O L /\ V Z W d 1 2 2 N2 M N d 2 Z ]r ¦ O /W r Z O W / ] K Z NlW M Z -,O X K O L W N V M \y/ O L Z W J I { ] r W 1 Z -0K - V Z W 1 W K LDZ W VL /W L Z /W Z - KvZ ->] /z\ K s I 1 I JO- Z X / O ZUV J ZM W 1 ¯ ¡ W NM WM0] O : r M>O < N NM g L /\ M NKOf/ O OL X K NLN L O / L s O K O vzO ZL Zg WON V K W O N M>WNd ] Nr OM0M O ODL M /\ O / / LZ X N V K M LZ L K W/ O 1L g W ->- Z - / N W V OM K 2 NI Or {M - 1 K O /] - 1 Z XNM W / / M L Z -0- K -V ZzV Z W r K 1 W W /\ /W NLNZM K W ] VLJ ] - /Z WX \yM>N/ L Z W g/ NK O L skM \y/ L O g Z M0N r N - N M M r M>O- N O / Z NM ]Nr O NN Z N%M O O M K X O/ s Z W X j O NbO N -0: -,<- M Z M0O X N O / - Z JZzL 1 - 1 M J%- K r M WU/ L O2 V /¯ W r LZ vz-0-'Z s M J%v K O V K o ¯ r K Z K M>/N \ Z 1W J NZ VhN Z W ] V r N I K/W /Ur L ODMZ /W Z K L O 2 OW K / Z /\=X L O V - K r M Z ¡ ] O L W12 K I \ d ¡ L ZL O / L X NO W L \ L M W V ODM LZ M : W ¯ VL K s M>N K vzZL Z W V W J K \ L K X Z Z L / / L /W|/\ LDZ ¡ L M Z W Z MO LM V W Z 1 g -0- Oid L \y/ L M s Z W X O Z W X ZzL XYOX M v Z /W W M JM IO M M N NM M N O ONO © ODN O O J%K O K g O O M NM>N NM M K O M NOO M0N W MV d J -0- 1 W O LDZ -0- MW / d M>N V - ODZNL M K W O Z X vzZ W V O J LbZ O ZL M0V N]O - ZM>d LTV ODM Z W 1 W M Z L /1 LDZ r ->- W V¥ L Z / L X VL Z LL / LTLDK Z s Z K / _ Z K - X 1W VhK Z W V K % J K K K W] ¥ -0- / K W / V Z W 1 J%W K K Z L / L Z I { H 1W VZ W V L V vzZL Z - W vzZL Z - /] X V W LZ - H /\ X L ] /W?s V
=
=
=
=
<
=
=
=B=
=
<><
=
<
=
=
=
<
=
=
=
=
=
<
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=B=
=
=
<
=
=
<
<
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=B=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
@
=
=
=
=
=
=
=
=
=
=
<
=
<
=
=
=
?
= <
=
=
=
=
=
=
=
=
=
@
=
=
=
?
=
<
<
<
=
=
==
=
=
=
<
=
=
<
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=1=
=
=
=
=
@
=
=
=
=
=
<
=
=
=
=
=
<
=
=
=
=
=0=
=
=
=
=
=
=
=
=
@
@
=
=
=
=
=
=
<
@
=
=
<
=
=
?
?
=
=
=
=
=
<
=
=
=
=
=
@
=
=
@
?
=
=
?
@
=
=
<
?
=
=
=
=
=
=
=
=
=
?
?
=
=
=
=
=
=
=
<
<
=
=
=
=
=
=
=
<
<
=
<
=
=
=
=
=
=
=
=
=
<
=
=
=
<
=
=
<
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
= =
=
=
=
<
=
<
=
=
=
V
=
=
=
=
=
=
=
=
<
=
<
=
=
=
=
=
=
=
<
<><
=
=
<
=
@
=
=
=
=
=
=
=
=
=
==
=
=
=
=
=
=
=
=
=
=
=
=
<
<
=
=
?
=
=
=
=
¯
NNM N O d O NO M ODM N M0O g O H O M>N N M O ¯ K O N ¬ N O O d NM M K O M>J N M M KO \y/ K LTZ Z ] O M>NN OYZ WRN M r OwM M Z W OM rd / O L M ¡ M : Z W Z N O /] NgkNO Z W X MN ZL X X O@g v MZ N /W Ngk NO L MO Z I O@g ª M d Z M N\y/ gkK L NO r ZV «K Z W M0O W N LV W W Z Z 1 - HI M \y/ L N L r J / \y°/ ¡ LbZYODJ%M L r K ] g
K - Z M / VhZ - 1W M VhZ r WO J M M K WX Z N VZ O X1 VNM Z M0WN M 1 M J X K VL ª r gO W Z v K N LDZ O « WMO W 1 N v I O S NM O M OV r M Z W N K - ZzODL N1 M O Z W O X Z VhMZ K r J O OaM>NaZ J NM r K M Z ->- V OZ W 1 N s I OI /r K g L - Z v - r NN W / M L V Z W O 1 W LDM Z W K W O1 N ] I ¯ M 1¡ W VhO Z K -0NW - O V Z N ->-0/ O/W - V K L Z WZ 1 X L J / 1 K Z ] u 1 ] ZL L /1/ W K /\VhZ W K V X /z\ L L ] W - V I s W V K V K Z - W v 1 -=/W \ Z 1W VhZ W X / W / vzZL r ] V ZV L / g X M L W O NgkNO L r N W s \y/ N LaZ 1 £ v W N I NOTN O ° NM M O o N M NO O X J r ¥ S : v ¬ IlSUS L LW : X W
W / Ldd ] \ / X L ¦w¦ V ZL _ X H ¦w¦ 1 W LvzZ L : : W L N d J ¥ ¦ : : : I ¦H d J X N d vzZ¥ ®W¦ T¯ X : ® ¦I vz:Z - ¥W] ® ¬: ¬: ¬: M M }£ N W NvzOTZ N - O H N M NgI NO NO N O o : N¦ M IN H : M O ¬ V L W Z X v s vZ H I > I > J r r s ¥ z Z L U S S v I : L ¦wW ¦ V ZL _ W X : ¦w¦ ¬ 1 W LvzZ / Ldd ] \ / X X L L H : : W : J ¥N d ¦ : : ®W¦ :H J¯T X N dd vzZ¥ - ¦ I : ¬ : ¬ X ¦ I ¥ vz:Z - ¥W] ® : ¬ : H® ¬ } I NgkNO N ¦ I ¬ ® dV L W Z W vzXZ - M v s M vZ - O%M O H H N M ¯ I ¡ :
IH \y/ L Z r r I Z - HI 1W VhZ W W LvzZ - W
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
<
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
@
=
=
=
=
=
?
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<
<
=
=
=
=
=
<
=
=
?
=
=
=
=
=
=
=
=
?
@
?
I@
=
=
=
?
@
=
=
K
=
=
=
S
=
=
=
=
<
=
O XN # M>d H M O N O qfN b Nld >M g N NNM>d N N OODM N o O N gRN M M O g M O OiN OODM N NW / L X L N / X VL L r W Z - K ] Z L Z / - I /r W1 Z W X ZLZ r J L
N ZL /W - N V O X O \ M X L O \ L /r Z O X \ Z ]O - I M0N \ Z ] - O W 1 ZL Z \y: /-0-> / K OM ¡ N K O M0O N
¡ O M K NO O O Z
V ¡_ T r Z V Z - 1J W r K W ZK V _ r Z V X \ Z ]- > I ¬ ¦ NN ¬ I N O ] -0O - _ ZLO V v M0I N I X Z K u ] Z J /W M ] O X Z OODM N r /kM / W 1 V /MOW ZO W N N ] WM° ZN ODXYM / L O@g I N M0OM
J K K I Z W d 1] d Z M1 M0O@gxrN /X - Z O - X n /O - Z M V N ] W O 1 LDZ rYs Z r VhZ - N Z W X W N L /W W Z - M0O Z d \y/ L L
V /1K W /W I K : : T T : 7 : ¬ : : J K W v L /\ W / L r Z -=- Z W 1] Z 1 r /kX - VhZ I%efL / Z - VhZ - \ ZzV / L / \y/ L V / ZL X?s H \y/ L } { Z W X \y/ L } I ~
=
=
=
<
=
=
=
<
=
=
O
=
<
=
=
=
=
<
=
=
=
=
=
<
=
<><
=
=
=
=
=
=
=
=
=
=
=
=
?
=
=
=
=
=
D
=
<
=
=
=
=
=G=
<
<
=
=
=
=
=
@
=
?
@
=
=
=
<
S
=
?
K
=
@
=
@
?
=
=
?
=
@
=
=
@
;f UH 6
OODM N N OOM N O M0OM MO d M HH ° N
d N O O M M d
d M 0 M O M N J O K N M ODM M O O O O M N M % J K K HI Z O V ] OODX M N - Z V ZL O 1 W LDZ Xq\ L /r L V /1W /W Z 1 LDZ r;- Z W _ 1] Z 1 r /kX K-'s ] u ] W / V ] W 1 LZ r - Z W 1] Z 1 r /kX - L / Z - ZL KZ J - K X / - Z J V I { W X { \y/ LlZ r / L V /r - X VL /Wx/\ / - Z V L VL Z X I =
=
=
<
=
=
=
=
=
=
=
=
=
!bHZ b
=
=
=
=
~
=
=
=
<
=%=
=
=
=
=
<
=
<
=
=
=
<
=
L
=
<><
=
Q IHKJ
}
EGF
L
O DO M o ¬ /W ¯ : N d ¦ D L Z ¡ O O ¥ ¡ N K > : ® ¦ ¬ /W : vzZ - ¥ ] ZV N _ r Z K V s : > : ¦ : ¦ ) ® I ¦ I I I I ® ] -0- _ O ZzLV K O s )H ® I¦ I¦ I I I¥ > s ¡ ] -0- _ N ZzLV s K s ¬ H ® I ¦ I I I ¥ I : > ZV N _ r Z K V s ¬
¦ ¦ > ¬ : ) ® I ¦ I H I I ¦ I ] -0- _ ZzLV K s )H O ® I ¦ O M M I ¦ I M0O I d I ¥ O M > s d N N O O M ¬ N
d ] -0- _ ZzLV K s ODMO s ¡ H N K I I I J KI I K Z - H¦wI ¦ ]->® - _ K ZLV v I ZV _ r Z V LK Z W W 1/W V / ZL X?s LZ W X~/W H d LDZ W ] H N s O - Z ] X N \y/ L \y] -0- _ ZLV I O O M O N O o d N ¬ O O O K O O K ¡ M N d OO K MODM ¡ M0OM O N O M>N%N MO%O j NTO M N O O oVhZ Z W - HI W V /Kr K Z ZM L K ZV K _ ] O r -0- Z_ V ODZzK K M LV L N/ Z V W N X X ] J L 1Zz
V v _ r Z V L=Z J L - 1V W/r1M W W /W L / V L N \yX / ]L r L Z WI M V K I d W Z X XN ¦ ¦ /W ) s O O \y] ->- _ ZL V O r /O X NM ->/ L O Z : ) ODM V d ->/W1 Z K M N ZV _ r Z O V \y/ L MO d H j L ] W KOTOW ON M 1 / L¡ \ N M W N r ODN Z O O -0/O W 1 K \y/ ¬ L OM O H O O L M ]W W N O 1 dI O O M M M L N ] WO W K 1 O MJK Z /r W N K O _ r L NO Z\ L N L O X / - ZN OVK N Z r I J /O ] W L /\r W W /W /WqK /\ K \yd ] N -0- Q^® O H SUKPd S K OHK O LrZ O W ¦w¦ /] ] WX ZLDN LZ K W W\ L1 /r \y/ L V / ZL X W / / W K Z - / ] / ¦ L X W / /W Z K ZV _ r Z V Z - K 1W r W 1v _ L ] - /\ / L X L /\ I H Z /->] L Z WY\y]->- _ ZLV I ~ H F jT !b> } qj N ODM M ODM O NNM N M N O M NO O M0N NOO O M O M O K NN g NM0ODM K M N 57M06 M { O r W K /W NO X OW ¡
V /OWJ M M I HI K dms gPO Z ] Z MW _ O V V r/k/ g W AD1 CE: V /W Z W V vNfZ K O ->] N W O V ZL \y/ L Z -0- / F v: 0 5 v6 ZzL Z W ADK CEV : s/ L : KZ N K / M ¢ - ZL 1 O L /z\ O \y] L O@L g V /M W K Z g W N O O r ] - : ¥w- ¥ N X N § J N X W /r 5 6 W > Z / L / VV ] Z W 3V F + I 0 5 < Z 0 5 L 24/ 3 ZV F ] d X W V ->] L N Z - I s O N KZ / : : ¬ O r dmg Z MO O \y / L N M>d VhZ -0- NM / vzd K Z -0O ] ] V Z I K / L I N^d N M N = J M0K N K NM M K M Z O - HIN V K /r ODZM L M0NM V -0O ] K L > M0Z O ¦ M L / ZV s V > /W¬ O L d /-0- N X N O Z W X O > s ¦ M Z O L N / ZV 0 M N O M M D O M > M N M O 0 M O M O O X VL X L ] W 1 / K I H Z W X K Z o Z K - J W KI J%K I H rK / L r - ZL K W L r /\"/ r W1 VL L /W I K Z - / Z K - V -0] L Z K _ L / ZV r / L V v Wt/ r W 1 SUS VL L /W?s V ] LL W Z L / ZV =
=
=
=
=
=
=
@
=
=
=
=%=
=
=
=
=
=
=
=
=
=
=
=
?
=
@
=
=
=
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
<
=
=
<
?
=
@
<><
=
=
=
<><
=
=
=
=
<
=
=
=
=
<
=,=
=
<
=
=
<
=
=
=
=
<
<
=
=
@
=
=
=
<
=
=
L
=
<
=
=
=
=
<
=
=
=
U
=
<
=
=
=
<><
=
=
=
=
@
=
=
?
=
=
<
?
=
=
=
=
=
=
=%=
=
=
=
=
=
@
=
=
<
=
<
<
=
=
=
<
=
?
=
?
=
=
=
=
=
=
=
<><
=
=
=
<><
<
M M O ODM o : ¬ N LZ d /W ¯ W W 1 ¦ D L Z ¡ : M :7¬ M > ¦ /W ¥ ¦V: L W Z ¥ ¦¬ X v s vzZ ¥ - ¦¬ ¥ { v LDZ 1 ¥ ¬ w :7¬ _ r M s > ¬ I H ¥ IH ¥ I ¥ I ¥ I ®H ¥ I :7¬ _ r s > ¬ + > : : : : M O M N ¥ IH ¥ I ¥W¥ ¥ I¥ ¦I ® ¦ I m _ r M s s H I H :7¬ Io I : I I :7¬ M > ¦ ¦ ¦ SU¦ S ¦w¦: V: L : L ¦ /W¦w¦W® \ LD¦ Z r ¦w¦ :7¬ _ r M s > ¬ I H 7 : ¬ _ ¦ I ¦ :7¬ _ ¦ I ¦ _ ¦ I ¦w¦W¥w¥¬ _ ¦ I ¦w¦ ¥ :7¬ _ r s > ¬ + > _ ¦ I ¦ _ ¦ I ¦w¦w® _ ¦ I ¦w¦ _ ¦ I ¦w¦ _ r s s d H
_ I M O _ J I gkN _N OI ODM 5_ 6 I Z - HI L W Z /\ W1 M N d OO O NO N O M O MO O N N OOM N O N M N ODM M N ODK N M0NbN J N K O K M O O jM OK K M1 vO O O _ O Z L / ZM0OV M WqK \ ZzVOM K s M>J N ODM K NW M 1 M V O->] L ODMZ M0N L / OZM V L O1 v M Z X 1 LDZ X Z K /W d K W L ]- g[I d O Ox/ M d J%O r K / L Z W V /\ N Z K N W O 1 LL / LbL ODZ M0O@g W+ /K ZzADVCEVM: /N] O W : 24LK3 Z M M L O d Z M W VO L L /M WwM / OK M r N Z O /ODW MO@N g K W O XNM N 1gpW O W N1 O jO / K r M>NlN Z O"O /O W V M 0W F : 5 u ] N < I 0 5 NM0ODM J L / - ¨r gr NZ jM Z O M>NW Z K N /] N"O Z -0K\aO /z\ Z ->- VhZ M0O ODM5 6 u ] O Z W NO 3 MW Z X?M s I d I ->- J O V K L /PK / L r W W 1 Zr ] v r NK s Nu M /] Z N W M>N rW // K V WZ1 L d V /W / O K r Z ZW Z -0g- ] O X Z X/ N vzd ZL Z WM0O V M ODM / v M NI O M>/N ] 1 K - O N Z WO 1 s W ] L O Z MO/M>WdM M ZV K LOZ J /O W Z J - N Z N /W MvzZO L Z W ¨ V N W Z N/M ] K Zd -0\T/\ Z -0- K Z ] NN M Z W O s O rM0/j v M X Z /N ] N Z -0M \ _ Z / M0ODZM L X V K /r W 1 L / I I Z - v X I ] V K Z - ZL 1 r K / v r W W ZLDZ r L vzZ -0] /W ZzV LZ /Wr ] L v W Z r// Z L / ZZV K / u ] K - L ] r ZLZ r L vZ ->] Z W X W L /kX ] V V /W X LZ - LDZ WX /rW W / - - /k/kX ] X W L V /1W /W I ~ qj f} ~ U > H bbT ¯ O M>N O dg N O M NO O M O NO N K ¡T J%K K OM M>N ODM N%N K O M M K d N ] X Z V /W L /->- X N Z O r/kJ / W O 1 V /N W OODMZ W O V M V /N W L M /- O d O XRN /\ / O r O Z /W ® - ZL 1 L £ r K Z J NW M K ->M / L NLOZ g W W O 1 I M Zd O - O H¬ NI s O K HI H Z K W NX O HO I Z W X O HI / jk: NPd OO jN d V OO O /\ O K W 1 M0O ¬ / d vzZL /] JT O XNj L T > W : vzZ ->O] N > /W N K ON L NMV / L M / LDZ¬ I O N > /W O X J L W 1 L - O K X d > L W V O W O MZ W ] O X K K N ->s / J L \ ] Z X Z L ] X Z > J N/ M L K / L d J L /W K L ® Z K W MJ V K :/W M/ Z} L X{ K OZ Z W N I X }TO / } /\ O N M L Naj] Nd - d OO ZOLO N 1W ON VhZ W M O@g O-0/ L M0OM ZJ L N M /\ ODZ N - HJ%M I K \yd / O K L N OiO K L - O vzNZ OJ W M W d LvzZ - I }T/ O L r / v LDOZ -0- NV =/K W V J ->N ] O/N W VhZ W K OaNX M L Z M W L 1O ZL O X T W g 1 V K /N\M>NO K O M0O / vzO Z ->] M 1 J : Ov O O LiO L ] - N / O vM L s \y] M L L M0N L r W W OX W 1 Z \ N Z d L O] K Z NX j-Z N HkI / KM0O LIP{ d - K K /] 1L K ]W KX LZ L vzZK ] L - M>N%M0NZKL/\ VW OTK // N W X 1W/M>NW M V\yZ / W L s } { K VhZK Z L W V N/M W NW|O W- Z J L KWg O X Z J O Z K W ODZ M rN / L T j r/k/ g K W 1 1 L N d W O J%X K M X O /W O M r M / L N V /O W\yK ] ODZ JNO KZ W / ] L L W 1 WUK /W V /W X L V / ZL X Z WJ X }
I Z ] X Z u ] Z /W / L Z W W /W _ V /W\y] Z - X Z Z W LZ W W 1 ZzV / ®
H
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<
=
=
V
=
<
=%=
=
O
=%=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
<
=
=
<
=
=
@
=
=B=
=
=
=
=
=
=
=%=
=
=
=
<
=
=
=
?
=
=
=
=
=
=
=
=
=
=%=
=
=
=
=
=
=
@
=0=
W
=
=
=
=
=
?
=
=
=
=
=
=
=
R
=
=
=
I@
=%=
=
=
1J
=
=
=
=
=
=
S@
=
=
<
=
?
=
?
=
=
=
=
=
<
=
<
<
=
=
<
=
=
<
=
=
=
=
=0=
=
=
=
=
=
=
<
=
=
=
<
=
=
=
=
=
=
<><
=
PL
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
<
<><
=
=
=
=
=
=
<
=
=
=
<
=
<
=
=
=
=
=
=
=
=
<
=
<
=
=
=
=
=
=
=
<><
=
=
D
=
\
=
=
=
=
=
=
;f UH 6
M M O OM H o ¯ : LDZ W W 1 ¬ LDZ /N W d ¦ ¡ ¥ > : ® ¦ /W v: Z - ] ¥ > ¬ ® I ¦ I I I ¥ I > K ® I ¦ I H M0O M I I ¦ N I ® : ¥ ¬ oI 0 y \ r I I I¬ I Z Z > : : W ¦ : \ ¦LDZ ¦ r ¦ ¦ SUS ¦ ¦ VL L ¦/ > ¬ _ ¦ I ¦ H _ ¦ I ¦ ® _ ¦ I ¦ _ ¦ I ¦ ® > K d gZ -0\yr M Z O __ ¦ O II ¦ HH O __M ¦ MII ¦ ® __ ¦ II ¦ M0O ¦ d __ ¦ II ¦ O M :7¬ NN NO
O K J K ® K Z - HI ZL W 1 \y/ L ZV _ r Z V LDZ W W1 /W V / ZL X LZ W s Z] Z I N ODM M0N OM dmgRM NM O NNM N M M M0N A y C : D O M O O O M O 576 J%K K J J K 0 K -0/ N X/ ODM W|/ M r Z ODM/W W VL O Z W 1 5 6 Z ] Z W _ V VbN vzZ ODN-0] g s N OV ODM NM0OM L / N / L /W Z N - / O / VV ] Z NN/M W V K N/] W M I > K N N O M O J { M r M0W O /J W
X O W N VK /N W O O I Hd I O s O N vO Z O ->] OO M Z O -0\yr Z M L J L K W Z ADCE: Z M /\ O W M01 N Z \y/-0->/ MO W X M Z ] d Z N W _ K V K V vz Z ->] M Z N V O O vz0 O Z 576->] \y/ L O K / Kv vzZM0L O Z W M V J ] M>NaXM Z K s N Z ¬W K X N / g Z -0\ M0O r Z K r ]r v Z O ->] /z\ ¯ s > M>IN K s Z -0\ g o vzN Z M ->] O g d /OJ O]->X K Zhv > Z X O / M>N O / M Z N J%OZ K d r K Z K r N J ] r K vZ ->] O K I ¡ K Z K -0\yrM Z ON W O M0O Z - N.J OHI O J Z W XNK gkHkNO I H > s K V / MO@K g Z Z - g /]1j d NOSUS NN Vd /r ZzN L X . N O K J Vd L L N /W M0ON W ODVN L Z d XpN r / L K -0/ NK- NM0d g KO@g M Z -\yr Z Ns NM N W Z - NM K M 1 W O LDZ -0- g d - 1VhZ d] - O M /\ V /WdmLgtVI Q LN W / OODM K v Z L ZO X X V / W Ku ] M Z r W g / V M /r W- N ] M XPZ \yW / MXaO L \yr ] M0ZOL - ZODL V M L / L ] r M W W M0N M VhZ N] OM O M OM Z X /W M / O - ZO O VhZ - Z ] O Z M W M J I { K r - ZL J%V K r K Z / Z W X NM W O 1 N : / ZwvzK M Z -0] OD- NlW M> N ZO L - O W VL ¡ Z W 1 M O LZ /W?s O V M0N W K v d d 1 ZgN X MO W d V O /W K I W M O V /W N K /\ SRe d LOZ W W M 1 I K M M : g d ¬ N V /W V ->M0] OM /W \ L N / r KODN L r W OTO K NOTZ N ZbO vzZ ->] /\ W LDZ W1 / L / Z O- M ] O Z NOf- N O Z L / L Z M>N vzZ ->] /g ] ->X X d L O r W X r L VhM0Z O ->- ODM Z N X ¬ O@/g W K LM V /1g W O /M W M L ]M>N - /W OM Z X v -0/ r M0O W ODM N I K J o / r ZW Z W X LDZ /W L \y/ L r Z W V 1 W LZ ->- L ZV X VZ ->- LDZ W W1 V /W W] XY\y/ L LZ /W \y/ L%SRS I ~ 6j* j OODM N N O M M O M0O d O M O M N d NgkK NO O O O o M O N d O M NODM O O O- Z J V OOD] M XaNK M \y/ L LZ W W 1 SRO S K M M/W K J V K M / ZzL X O ® H K N _ LZ ® WN X K H M LZ W M ¦W¦ ] K O rN M M>jL \yM ] L ¨ L L O ]W N Xdg o / ODM L O M>NX M O LKO W NO- Ov M>j - gMO K Z O - d K M I / W M v M 1 Z OODM N V /\ - Z V K /W SUS LZ W W 1 I K L ] W W1 L K /->X g K ZL 1 O v W WRW Z _ T] LZ - O ->/1 - J - /k/X vzj Z -0] ML O - Z v M / rK / - J - K Z I / L 1 W Z - - Z V K K J K Z - W L 1 W LDZ X L V /1W W 1 X Z Z Z 1 K LDZ r J - Z W 1] K Z 1 r/X -'s Z W X W /W _ r ZL X Z ] W 1 LDZ r - Z W 1] Z 1 r/X - I L W L ] W X
=
=
?
I@
=
=
=
?
=
@
=
=
<
<
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=1=
=
<><
=
=
<
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
<
=%=
=
=B=
=
=
=
=
=
=
=
?
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
@
=
=
=
=
=
=
=
=
=
=
=
<
=
<
=
=
=
=
=
=
=
<
=
<
=
<
=
=
=
<
=
=
<
=
=
=
=
=
=
<
=
=
=
<
=
=B=
<
=
=
=
=
=
=
=
=
<
=
=
=
?
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
= <
=
=
<
=
=
<
=
<
=
=
=
=
<
<
=
=
=
?
=
=
=
<
=
=
@
@
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
<
=
M M O OM o : ¬ ¯ LZ W W 1 NW d ® / ¦ D L Z ¡ ¥ H > ¬ ¦ ¬ : ¥ : / W : vzZ - : ] : ¬ : : > K I ¬ I ® : I ¥ : ¯ I ® : I : I ¬ : I ¬ : I : I ¬ :
¡ 0 y \ r Z Z H I I I I > ¬ ¦ ® : : ¬ ¬ /I W vz Z : - ¥ I ¥ : I : I ® : I > K HI ® I ¦ ¬ I ¥ ¬ I MH M ¬ I ¬O O¬ M I : ¬ I ¦ : I ¥ : I :
Z -0\yr Z H HI I I ¬ I HM0O M oI I N I I I ¦ ® o LZ W W 1 LDZ /W > ¬ ¦ W ¦ ¦w®w¦ ¬ ¦ S ¦ ¥wV® L L / ¦ ¦ ® : \ LDZ r ¦ ¦ ¦ R S > K d Z -0\yr Z : gk M H O __ ¦ II ¦w®wO ¦ ¬ O M M__ ¦ II ¦ m M0O __ ¦ d II ¦ H O __ ¦ M II ¦ :7¬ O M M
NN N O O K J K K ¦w¦ ¬ ® K 7 : ¬ Z - HkI H ZL W 1 ZzV _ r Z V LZ W W 1 /W V / ZL X?s H LDZ W H LZ W W 1 s Z ] Z I M0O M NfO N N N N M M OOM O N M O K d K K N NNK M J OM OODM K ODM O N K J OK O O O O ODM M ODN NN ODM ODM MZhv LDZ vz1 ZL Wk/O ]] r M>N K L L /zO \ Z/L->d XV Ns VOeZL / ^M0O W / 1 d WM ZV W K O r1] L \ NLDHZ rI I I N K KJ O - Z - Z V V X 1 M0N W LZ 1 v/N W W O /ZL/O - O X / WO / OODM 1 O W O LZ gwM d ODN Z K - O L W Z M>j gOr ODM O Z - 1W rM K OODW M N \y/ODN L ZVNM M / NL X ] O W - O K Z ZL O V ] - K ZLNM r K Z - 1W r W /W L K Z \y/ L /r W W V I K r Z W Z - Z d V K r Z N Nar O / L V /r O - Z WRO - Z M V M /z\ M0Z O Or K - N ZzL X M 1 ObW N ODL NZ XU] OOW M 1 N Z /kN /NO Z d ¥ L K N W J /] K N Z ->-?- O - r o Z - 1OW Or M WN J /z\ K ZKV N WN ODW N V d I O M0O O ZM0O M - ODg M HI O / d N : V K O /\ OODSUO M SO NO LDZ W M W1 M0O M M0N O X N L W M O J ODKM /\"O K - Z O V M0M O I O{r ->XV-Z W L ]W o X OW?ODsM ef] L Nb] W NM /X \ _ O - Z K L ] V W K X K - Z NN X Vo L X W V 1 ODLDM Z X W g/ L KZ O] - ZN L N K ]W K ] W - K rJ KNM / L KX KM LZ O /W NI VhZ O W M ONiM>W N^OODO K M Z O d M SUS M0NfM VLO M L /O W M KL N ZV K Z : 1 M KO LM>vzN Z ->M ] d d g LO ] K dW X - Z V W V K L ZL - V /r W 1K K / ¬ I ¦W¦ K V /W V -0] /W \ L /J r Lr W Z Z / v Z L ] W K W 1 L /->¦ Xt/\ J%K s K X L W V W / L X LL / LfLDZ \ L /r - Z V L ] W W1 W L 1 /W/\ I s V L / Z ZVV Z - I H
=
=
?
@
=
?
@
=
=
?
@
?
=
=
=
=
=
=
=
=
=
=
=
=
=
=c=
=
=%=
=c=
=
<
=
=
=
=%=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<><
=
=
<
=
=
=
=
<
=
=
=
<
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
<
=
~
6j*
>b
T
~
M0N"N ODM M N ODM O "N O O K M M K V /W W v 1 Z LZ W W 1 I
=
=
<
=
=
= <
=
=
=
= <
=
=
=
=
=
=
S@
=
=
<
=
=
=
=
=
=
=
=
=
=
?
=
= <
=
=
<
=
=
=
=
<
=
=
=
=
=
=
=
=
=
<
<
@
=
=
=
?
@
=
=
=
=
J
J
=
=
==
=
"O
b:HSb J 61!
b
J
PbH R
O O N >M N M M ODM K V /z\ - Z W 1] Z 1 r/kX - ] Xx\y/ L X V L r W Z v =
=
=
=
=
85%* %)3 A &@08A# 85MO%*)36!"$# %8/M +/43.0 J -'C6*$ 8A@%$1I0# 8 81.B+/#21 8 A * & $ ; & % 3 ) ( ' 5 8 3 # I = 2 4 A + @ & $ ! . 0 3 # $ < A 8 5 = 3 # ! % ! A 8 # $ & ! . % # & N " 5 8 * * % 0 3 # I = $ & ! . % C & N M 5 8 % ' $ # & 2 # / 8 % ( $ ( & + ) , * 3 4 ! ! ! ! % %*)3 <85#3D <. ! &*085#2&G+/ ! #2+ - < %* 1 J
;f UH 6
¥ M M O ODM H o : ¯ LDZ W W1 ¬ N LZ d /W ¦ ¡ : M :7¬ M > ¦ /W ¥ ¦¬V L W Z ¥ ¦:X v s vZ ¥ - ¦: ¥ { v LDZ 1 ¥ ¬ :7¬ _ r M s > : I H ¥ IH ¥ I ¥ I ¥ I H ¥ I ¦ w :7¬ _ r M s > ¬ : ¬ ¥ IH ¥ I H ¥ I H ¥ I ® ¥ I¬ :7¬ _ r M s > ¥ IH ¥ I ¥ I ¥ I ¦ ¥ I ¦ : _ r M s > : : IH ¦ : IH : I: :7¬ I :7¬ I ¬ ® :_r s > ¬ : I ¦ : I ¦ MO M : I ®w¥ : I ¬H N : I : ® o M _r s I :7¬ I I : I I :7¬ M > ¦
¦ ¦ SU¦ S ¦w¦ VL L ¦ /W¦w¦W® \ L¦ Z r ¦W¦ :7¬ _ r M s > : H _ ¦ I ¦ :7¬ _ ¦ I ¦w¦w¥w¥ _ ¦ I ¦w¦ ¬ _ ¦ I ¦W¦w®w¥ :7¬ _ r M s > ¬ ¦ I ¦ :7¬ ¦ I ¦ : : : _ ¦ I ¦w¦W¥w¥ _ ¦ I ¦W¦ ¥ _ _ :7¬ _ r M s > _ ¦ I ¦ :7:7¬¬ _ ¦ I ¦ :: : ¥¬ _ ¦ I ¦ :: z: : _ ¦ I ¦ :: ¦ : : _ r M s > : _ ¦ I ¦ :7¬ ® _ ¦ I ¦ ¬ ¥ _ ¦ I ¦ : : _ ¦ I ¦ : ® ¬ :_r s > ¬ _ ¦ I ¦ ® _ ¦ I ¦ O ¦ _O ¦ I ¦ O ¥ M M _ ¦ I ¦ d k g M _ r s ®
_ I _ I _ KI _ I T Z - HI ZL W1 \y/ L ZV _ r ¯ Z V LZ W W 1 /WRM } N { d OM0ODM ¡ O NO^N O ODM M M O OM W zX ¥wZh® v 1 M M N O /W W X v ZL /W o X LZ / : ¬ ¦ LDZ W W 1 LDZ /W LD> Z : W W 1 ] ¬ ¥ ® ¬ ¬ ¦ ¬ ¥ ¬ ¥ ¦ ¥ > ¬ ¬ ¥ I® ¬ I¥ ¬ I ¬ I: ¬ I¦ d gkM N O M I NO I O I I NO I N ¦ II ¥ H NN NO O T N O
K J
:7¬ Z - HI ZzL W 1 r// W 1 V /W Z W /W L / Z X VhZ } Z] Z Q^SRS M N j N M>N NN O O O N N M O M O J K N OK M M ¢K M O M0O K N ª /r o \ - Z W1] Z 1 r/X - : ¥w] ¥ X § W O J N O L v O /] O / L M « M Z X MO V ] O X o z / V o N X W /Nr O K W Z O / LfO QTO SUS N] J Xx\y/K L O SUM>N S N LDO Z W OfW O 1 I W } / L r Z W X W Z OD- IN s M0j s o M JN Z OD\y/M ] WX Z O@g SUK S K O LDZ M>N W W 1 O /M K ] Z OJ - Z M W 1M K ] Z 1 M>N.K M r /kX -O X 1O LZ X ¢X L \yO/ L r Z O W V I Z M0O ]11 N X Z O O K LM Z /W \y/ L M Z Z - Z W M 1] Z 1 o d r M /kX K - ZzV - O M Z W : W ¥w¥w¥7L7§ _ /ODM J W W Z - O ZN WK X M M V X K d] M L W 1 LD¨ Z W O WM 1 r j / Ld Z NW O I N W N V o ->]O OML NM OM Z -M I s N s Z \y/] W X Z 1 v W Z V / V /\ L / _ 1 LDJ Z rYs]W 1 LZ rYs 1 LDZ r Z W X L 1 LZ r - Z W _ O 1] Z 1 M>N rJ%/kK X j -K s d Z M ] W 1 LDZ r M - Z W 1] Z 1 r N /kX - / L M X J \y/ L SUS LDZ W N W 1 LM L NODV#M _ o v O K /\ J N LTM Z O ] W M 1 M LDZ rYs 1 LN Z r / L L 1 LDZ r r/X N - Z ] X M \y/ L O OW OM 1 I N WO O OOM N/ M L N s d 1 M LNZODMrYs ]W 1N L Z rK M0O Z W X O VhM Z - NXUM ] W M1 O LZMM>NTr OJM - Z W 1] N Z N1 N r M/kN X - O ZzL W M v O _ 1 Z X \y/ L ] W LZ W W 1 I - Z W 1] Z 1 r/X - L Z - X /U- Z V 1 W _ KLZ XU] W 1 Z 1 LDZ r J- Z W 1] J Z 1 K r /kX - W V ° r _ V /W ] r W 1 / L 1 W LDZ - Z V I W1 Z Z L 1 LDZ r S W Z ->- VhZ I{ VhZ - X] W 1 LDZ rYs
=
=
=
=
=
'
K
=
=
=
=
=
=
=
<
=
=
=
=
<
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
@
=
=
=
= =
=
=
=
=
=
=
=
=
=
=
=
<
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
?
=
=
=
=
<><
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
®w¦
OOM O o Z N VM TX W Z - W ¬: efL ] W X _ O M0NODM N efefLL ] ] WW M XX __ O K ZLDZzV L V /\ X L W °
D
=
=
=
O M M
Z - HI LZ W W 1 I =
£
=
=
=
=
N
= <
=
=
=
d
O
Z :)¬ V K e K L ] W K L : ¦w_ ¦ I M O ¬H ¦ OODM N N O M N d I H K ¦w¦ X W /r W Z / L - Z V ] X\y/ L H L Z W ]
=
=
OODM
°
=
=
=
=
OODM O OM ° o O oZ V ¯: ¦ LDZ ¬ /W N d ¡ NX W M T ® ¦ /W vz: Z - ¥ ] ¥ Z - W ¬: ® I ¦ I : I : I : I ® efL ]W X _ ® I ¦ I ¯ I ¥¬ I ® I efL ]N W M X _ ® I ¦ I I I ®HI ¥H efT L ]W X _ I I ¡ I ¬ ¥ HkI I /W vzZ - ® ® ¥ : ® I® Z -W I¥ I I I® efL ]W X _ ¬ ® I ® £ M0I O ¥ M I I ¥OOM I efL ]N W M X _ ® I ® o I ¦ I® I HI ¦ efT L ]W X _ I HI I HkI H I ¦ ¦ SR ¦ ¦L : L /Ww¦ /W ¦ L ] W XR ¦ ¦- Z¬ ¥ V S Z - W ¬: _ ¦ I ¦ H ¬H¬ _ ¦ I ¦ : H _ ¦ I ¦ w¬H¬ _ ¦ I ¦ ¬¬w¬ ¬: efL ]W X _ _ ¦ I ¦ H : _ ¦ I ¦ ¥ ¬ _ ¦ I ¦ ¬ ¦ : _ ¦ I ¦ : d OefefODLLM ]]WW XX __ M __ ¦ II ¦ HH O ¦ M __ M ¦ II ¦ ® __ M0¦ O II ¦ d __ ¦ II ¦ O ¦ M N d O M N¥N
N° O O O O J K K ¦w¦ ® K ¡ :7¬ Z - HI : K Z V L ] W W1^\y/ L LDZ W W 1T/W V / ZzL X?s H LDZ W ] H LDZ W?s ]Z Z s ZzV _ r Z V s > =
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
= =
=
=
<
<
=
=
\
=
=
\
?
@
;f UH 6
®
M N O O M NO%MO o ¬ ¯ : N d W zX ¦ ¡ ¥ MLDZ /W M ® ¦ / W vzZ - ¥ ] - Z ¦ ¬W¬ L T W 1 LDZ r ® I ¦ I ¥H I ¬ I : I ¬ ¦ I ¬ ® I¦ I I I I ¦ I: 1 M LDZ r ® I ¦ HI ¦ : ¦ I ¬ ¥ ¬ L /1 LDZ r L M /1 LDZ r s 2 > ® I ¦ HI ¥ I ® HkI ¦ HI ¦ I :)¬ W M 1 LDZ r ® I ¦ I I HkI HI ® ¦ I ¬ ¦ ¦ ® ¬ > W 1 LDZ r s 2 I H ® I ¦ ¯ I : I ® I I ¦ I ¥ ¡ MW 1 LDZ r M ® I ® I I W vzZ ¥ I H I ¦ I ¬ T W LDZ r ® I ® HI ¥ I I ¥ I ¦ I ¬ ® I ® HI HI I I ¦ I : H LM DZ r ® I ® HI ¦ I ® ¬ L LDZ r L M LDZ r s > ® I ® HI ® HI ¦ HkI : HI ¬ ¦ I : W M LDZ r ® I ® HI ® HI ¦ HkI ® HI ® ¦ I ¬ ¦ ® ¬ > d WW LDLD ZZ rr gkM s I H ® II ® M HHII O MHM II ¥ OOII M N HII ¦ M¦ O II H d O M : ¦}N
d O M M O O J K ® K ¡ ¬ K Z HI ¦W¦ ZzL W Z W ] Z r X K W > LDZ W W Z V s W V Z L X H H LZ W ] LDZ W W ZV _ r Z V s I =
=
=
=
=
=
=
= =
?
=
@
?
\=
=
I@
=
:
® ¬
M M M0O ODM N o ODM ¬ ¯ W zX ¦ LZ ¡ W W LZ ® W M T M ® ¬ W vzZ ¬¥ : : L¦ Z ¬ LDZ r H I ® I : ¬ I : I : I ¦ I d M S W °¡ LDZ r N d M HHII ® O I M M I M0O I d I ¦ O II ¬ M O M : :
N N NO O M NO J K mK ¦w¦ ¬ ® K Z : ® HI W LDZ r v I LDZ r > LDZ ¬ W W W V ZzL X H LDZ W H LDZ W _ W s Z ] Z QTSUS s I M M M ONN M d O O d d M M0O@g O M N ODM O@g dmg M dmg N O K K M O M>N ON O M N ODM OM ODM MODM N N K I I J ] W L X LDZ W r L s W W M X VhK Z W OZN N VZ M W ¦ K I HI M0OM VhZ W Z W ] M Z¦ I N ¦ r OM Z X X Z O@g ¨ L L Z_ M LDZ M0r N Z Z W W X _ M0] j Z M r J X ION W V dmgUZ n V M N O W d LO W K zX N^W O LZ W L O V J%W K M0j K M W?s r VO Z XK _ XO W N M ODM L r N N W M>] N M>M>N N ODW M N Z XX M NO W J Z WN K NM W M L O N W gODM W Z K O@g VO g K NN Z X W VZ X K W L X W J W L X ] V X \ K W O L M LD ZN W OVM L W M I NO@g OM ] X M>O@N gwW M>N M Z NX J M \ O Z NiO L X M N W K OL M W N W Z ¬ d M dL MO MO@d g ZV N \L _ Z O W ] Z K r K X M W Z ¬ Z N W \ W L X W V ZzL W > LDZ d K W W L W WZ W X VhZ Xw\ L Z r Z W Z s u] W I \ ¬ LiZ W J W L W K W Z K \ I V LL W X W L W Z L Z \ W ZzV Z L \ W I _ ; 1 '# #A '
%! $ d NPO jM N NgkNO N O M O MO : ¦ d O MK N d O M M N d N O d NO O K Z J N HI K O V M0r N NgkZK NL O L ¦w¦N W X M® K \ Z ° W ] Z r X W K W r K LZ W X W ¯ M0O V K ZL X H N LZ J W ] M H LZ WO W O N] O N O I N ON O \ Z W ] Z Or NO^X K N O \¨ L N O r Z M0O Z ] W M LDZ r ° S I O O M N OM OM ODM N Z © J NL O LDJ Z dmr g L K VZ J X M ]K W N LODZ M r S s KO@g O K d K dL K ] OxO W N K ZL NxdL N vzZ M ¥ J M W K L W N zX W LZ L M0N L K Z W N O d ] W LZO r M s N v OW M N ] Z d Z X ] X K Z N MW W L Wd M W Z Z ] N J O Z r Z OZ M W ]W LZ Or : : MI M N Z O ZL M0N X ] M W L W O \ V NOTr M0O r W ODM L K X I O K ¬ Z ® KM HkNb MI O V r ODM ZL N ] MK W LDZ r O Z W M X M LDZ r NbNMZ W M ] K Z O r gUNX M W O \y] NM K H M LDZ K W ¦w¦ M O H LM>N Z W d W O I L M W N X NM L J M W V O W M M N Z O N LDN Z W N O K s Z N ] W L d v ] N LZ W ¦ M0] N W N LZ N r ODN LZ W M W Z W VZ W g ]M L K M L K O W O VZ O W VM W d LvzZ :7¬ M Z ] OM I \ L Z L J%N K \ OK N r ZL LDZ W W O ] M M ] V Z M0O d I M0O Z g HI M g gM O O M M O NMo N N O M0O NO Z O N J I W ] rV r NZNL WM N I L I ] K NO L O ] V Z ZL \ ZzLLTrSRM>N S L \yM0Nl] LZ O W W W d Z N XW O J L ¯ W V K V J WZd L XK O J ¦ s WKW Ziv N M LNld M X ® dvzM M ZL N WN M O Z r O M gP] d W OO \ LD Z NK N W OW ON N oX Z O Z sm]NO W O N Z N K r Z M N QTSUOM>S N"d ¡ OO O M J d O Z Z W OO X O Z ] O Z W M L Z O I N V r O ZzL O W Ofd M Z ] d d OOJ W ] W LDZ r Z WX LZ r _ LK Z W X Q^SRo S I WYr K K VhZ K ] W LDZ r L W K J K J VhZ LZ r v LL ] sZ ] L X W Z ZzL Z X L WV I Z V ZL Z L W V X Z LZ r ] X V r L
=
=
\=
@
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
= <
=
=
=
=
<
=
=
=
=
=
=
\=
=
=
=
=
<
=
=
=
=
=
=
@
=
=
=
=
=
=
=
?
=
=
@
<
<
?
=
=
=
<
=
=
=
=
=
=
=
=
=
\=
=
=
=
=
\=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<><
<
=
=
=
=
=
=
=
<
=
=
=
=
=
\=
=
\=
=
=
<
=
=
=
<
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<
=
<
=
=
<><
@
=
<
=
?
=
=
@
=
@
=
=
?
=
=
=%=
?
<
=
=
<
=
=
=
?
<
=
<
=
@
<
=
=
=
=
=
<
=
=
=
=
=B=
=
=
<
<
=
=
=
=
<
=
=
=
<
=
=%=
=
<
=
=
<
=
?
\=
=
@
=
=
=
<
=
=
=
?
=
=
<
=
=
=
<
=
\=
=
=
=
=
\=
=
=
=
\
=
@
=
=
?
=
=
=
=
=
=
=B=
=
=
<><
=
=
=
=
=
;f UH 6
O O MM O £ N d : :7¬ K ¬ ¬ { K r ] W K \ L¥ Z K W W : X KZ Z ® K ¬ ® K d K Z W s,M ] v I N dM I ¦ I H ¬ OOM ¦I I H¦N _ ¦ I NH I H ¦ I ¬ N ¦ O I ¦ _ ¦ I gkM _ ¦ H I O ® M M O :7¬
M0 O d M>N N ODN d OM d N Z HkI M J W K M>N LDZd r OO v I LZ r Z V \ L Z r Z Q^SUS Z W X vZzL W LDZ W W X Z Z W V ZzL X?s V r ZL W \ L ] \ L r Z I I } Z v W] r L r Z Ww] W LDZ r LI M0O M NM ON O M M O d O%O M>N N O%O d O N J K K K W VL Z W Z r ]W \ LDZ W W X Z Z s ] Z ZL W VZ I ; 1 '# #A ' d N NPO O O M M O@g M NgkNO O N : K J K M jNxd OO O dM MK T O MM Z M0O M0OM HI N d O MO Z \ J L LZ W WM O Z M K N O ODVhM Z d NO r MO@O gtW d J ON O } { N OV N L ] M Z M ] W _ LDZ r Z W O ] Z d NJ rO K X N O N L L Z W LZ r \ LxZ X LDZ W \ LDZ W W JOV W K X N¨ O W s ] M O Z d W N Z M L L Z M M0W N L M K M W M>W N JZ K O NM M0O M L L O] gtJ d Zn LOO Z O W X J Z L K _ LZ r Z W ] Z r X s J Z WX Z VhZ X :_ X W ] W : LDKZ : r I ° QK v L L ] VhZ X J%_ XK K W] W LDZ r W J KW V> Z W > L ZW r Z L L Z Z W s V Z ] W LDZ r S Z W X HI ; 1 '# #A ' $% ' d Nfd M M N M N d : O M0O N O M M0O J O N N ON O%N
Z g T HkI V K r J O ZK L o LZ rYK g s] W LD> Z r ¦ Z W X VhZ J X K _ X W ] K W LZ r Z W ] Z r K X J W }s ] I _r W H Z W X L ] X W Z W V ZzL%Z X vzZ W Z \ L%Z W Z W ] Z r X I £ $ M>N d 1O A O O NO $N O M0OM O O O M M0O MO O NO M O M N ODM O@g J K J K ¨ r O ZL M W MO W M O O _ J K L O V K W M0O W d N ] ] N \ L r M O N Z dRr NO ODM X NO^N LOM Z WO X M g O Z L O _ LDMZ r J Z W K O ] Z O r ª N X d « Ob O M r N Z gpK M L J NO L Z N W O L W W Z O s O Z W X N O\ L W u ] LDW Z M V W X \ O K M J Z L ] X W K O LDK Z Z r O I Z W N W J] Z K r M J X V K N ZzM L X O Z vW Z O ¥ W ] L N^K N W J X s ªO L K K W V¨ « L W _ KO LZ r M>j M0L OZ MM W X O ] O O ] Z o Z O N ] M M O V O MO Z d r Z W N W ª Z W K V « J \ LMO X M K Z N Z T N ML K VN ] ODWW M LDK Z W r _ ] LDO@Z g ]W K M IX SRN ] M0S O ] I LZ { W ª Wr K Z J « L K M>W j Z VL M ¨ Z L _ W LDO¨ Z r Z Z W ] ZZ ° r J W X K W W VL } K Z { O O d M X \ g r X \ K JZ O VhZ ] K Z NODK M L _ LDZ r O SM N O L_ N O W ªW K L « W W Z v Z r ]JV L K X Z W Z L ] ZL Z W ] Z r X Z W Zv L V rr W L X s Z W X ZV ] V r X L V r W Z I
$ 1 B$% '# $% ' # N g O N ON M O MO O NM N M N O N Mo O O M K M>NTd OJ O K O K d M K K K W ] r r ZL s L ] ZL W Z L r W V WV ] W \ L v ] Z] L W Z Z ] W LDZ r Z W ] Z r X L Z W LDZ r L W Z W ] Z r X I
K=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
?
=
=
=
<
=
=
\=
=
=
=
=
=
=
=
=
=B=
=
=
=
=
=
=
<
=
=
=
=
<
<
=
\=
=
=
=
=
<
=
=
\=
=
=
=
=
=
=B=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
\=
=
=
=
<
@
=
<
=
<
<
=
=
=
=
=
=
=
=
=
\=
=
<
K=
=
=
=
=
=
=
=
=
@
\=
<
=
=
=
@
=
=
=
?
<
=
=
=
<
=
<
=
=
=
=
=
=
=
=
=
\=
=
=
=
=
=
<
=
=
=
=
=
=
=B=
K=
=
<
<
\=
=
=
<
=
?
=
<
<
=
=
=
=
<><
<><
=
=
\=
=
'
=
<
=
=
=
=
®
\=
=
®
N d ¡ O OM : o Zhv : W ¬ M V L W Z X v s vzZ ¦ LDZ W T d n d n > : >: ¥ ¥ ® : ¥ LDZ r ¥ ¥ ¬ d sn > :s > ¬ ¥ IH ¥ I ® ¥ IH ¥ I ¥ I d sn > :s: > : ¥ IH ¥ I ®H ¥ IH ¥ I H H ¥ I H ¬ : : ¬ M sn > Hs > ¥ IH ¥ I ¥ I H¥H ¥ I ¥ I s n : H s : IH IH IH IH IH ¥ ¥ ¥ W ® LZ ¥r ¥ ¦ ] s nn >> :: s : >> ¬ : ¥ IH ¥ I ¥ I : ¥ I H ¥ I ] s > :s: > ¬ ¥ IH ¥ I HH ¥ I¬ ¥ I: ¥ ¥ I: ¦ w ] sn > Hs > ¥ IH ¥ I H ¥ I H : ¥ I ¬ ® ¥ I¬ ] sn : :Hs : : ¬ IH I I¬ ¨ I: I ¨ ¥ ¥ ¦ VZ ¥ X L ¥ LDZ r ¥ ¦: > > > ¨ s n > : : H s > : s > : I H ¥ IH ¥ I ¥ I : ¥ I : ¥ I : : : ¬ w ¬ : ¬ : n ¨ s > H: : s > : s > I H ¬ ¥ I H ¥ I ¥ I : ¥ I ¥ I :7¬ d] s s > H s H s gkM > s s > ¦ I ® H ¥ II HH M ¥ O II M M ¥ II OODM¥ II ¦wN ® ¥ II ¦ ¬ T :
N O%N NN NO O : ¬ 7 : ¬ Z HI > F ZL W Z W ] Z r X W LZ W W Z V s W} { s VhZ X zW VhZ X?s Z ] Z LZ r s ¯
=
=
=
K
=
\=
=
<
=
=
=
=
d
=
=
¯
ODMODM ¡ O NO O O M ¥WhZ ® v W :X v ¬ ZL o W X LDZ W ¬ ¥ ¦ ¬ ¬ : ¬ : ¬ I ¬ I¦ ¬ I¥ ¬ I¥ ¬ I ¬ I: ¬ I¥ ¬ I ¬ I ¬ I¥ ¬ I ¬ I ¬ I ¬ I: ¬ I¥ ¬ I M I I I I O M o W K LZ r s4> \ : L SUS W W s
=
<
=
=
=
M M NO W d ¦ ¬ ¥ ® LDZ W W ] ¬ ¥ I® s ¬ ¥ I® ] s
¬ ¥ I® ] > ¦ d ]] s s H > M H ¦ s > N ¦ I ® ¬ HM ¬ ¥ II ® N MO O N NN NO : O
T M0O Z HI J LDZK r v J W K LDZ r o v ] _r Z ] Z s Z WX
K
=
=
=
\
?
<
=
MN M M0O L Z v W X r L : ® ¦ ¥w® ¦ I¥ I: : ¦ I ¥w®H I® ¦ I ¦ I¥ I IH ¬ ¦ ¥w® ¬ I ¦ I ¥w¥ I¥ ¦ I ¥ ¦ I¥ I¦ I¬ I ¦ ¥ HkI : : I: ¦ I : I: I M d M ¦ I w HkI I L ] W _ =
ODM
¨ =
MN NO OM W zX LDZ ¬ H ¥ ¦ H : ¬ I¦ ¦ I¥ ¬ I® ¦ I ¬ I : I ¦ H ¬ I ®H ¦ I¥ N OI N I T J L Z X VZ } s =
=
=
:7¬
= @
;f UH 6
®
MN OM H ¡ MN d d M M0¥ O@gN n W : vz:)Z ¬ Z W X W zX: DL Z : ¬ N W ® f e L Z ¬ VZ ° ¡ MODN W : ® ® ¦ ¬ o : ¦ ¦ ¥ ¦ S W > VZ I ¦ I ¥H ¦ ¦ ¬ : 0 M O N ¦ I SRS ¡ s ¬ s
I ® ¦ I ¬ I : I HI I H ¦I ¦H ¦ ¦ ¥ I¬ ¦ I ® > > ¦ ¬ s s ¦ ¦ ® S e H I I I I I IH I ¦ I O M I ¦ N I d M I K N I N¦wO ¦ I ¯ ® K M N OM Z H LD Z W ] s ¡ d d M M0¥ O@g N n W vZ Z W : X W zX LDZ W : :7¬ N W VhZ ® °¡ ® ¦ ¬ efL Z M0ON ¬ ¦ d¦ ¦ O H: I M ® ¦ I ¬ S ¡ W > ¬ VhZ > : ¦w¦ ¬ SRe s s I K I ¦W¦ I ® K I I d gkM n d dM MO@g H N LZ W s H M N OM O@g M0O : M
d OODM N J K Z
HI H ZL W L Z VZ Z WX W L W W Z s W V _ V I M N OM ¯ M0ZO L X O ] W N LDZ r Z O@g d OO N ODN N OM Nid O K MO K N M d ObO M>NaM0N K O J K NM0NO ] ¨ O \ Z NN LO _ NO^N W ODN W L M>N W NN W M Z O s M0O LaL J M ] VN Z W M M r N ODr M K N N _ LDZ r O OW O Z OW ] N Z r X M ODL N VhJ Z K MX _ X WM ] W N LZ r s ] N Z L OW V OOWM N J W ZVL O MO K d K M Z W X Z V Z X d Z W O W VL Z M W ON W M0L O W \ OV r M r M W N L X O I } M M J O K Z O O NM L r M W Z X vZzL ] Z W M ] Z O J K r X O ¡ NO Z O M0N"V O d W NO LZ X Z KN LDZ r d Z W ¬ ] Z r X s ] L r W K S eK K K LZ W W r WX VZ Z ] W Z ]® W LZ r Z W ] Z r X L \ L r ZL Z L ZzV Z I I ~ nb ! P *H } d dM MO@gtN n M>j O N O O O NOPN O O M K N ODM ODM ODM ¯ nxM>N N M0ODN M N ODM O@Lg Z N O d VZ N O s K K O Z W M ] Z Nr M X s K Z Z W ODM VN W K O NODM W d L W K zX N NiW O LZ I N ODN W gkX M VL O Z X \ L d r J d M M0O@gwX N \ Z ] n vzZ J%] K s Z W MO W d L W W Z : Z O K J ] K X n M>NaO L v M W Z N W W VL O K Z W L X X W WJ N K W I M Z K O NH MO d L ] K \ vzM>N ZL W NbK O L d Z N O VhZ O OW M V : ZL :)X ¬ I H I M K X \ Z ] O vzZ ] J N \ K M dg WK gkv M L n \ O W L r Z Z O W ] Z K r X O VZ M N s OD M W O@g VhZ M>N \ MJ N V N O ZL j X I O ZO NODM ZL M N K OM V OM J%ODK M r Z K NO vZ O] W r d L v r W N Z NiO Z W X O vZzL K W gkM \ N L r n X \ Z ] s v W M W M M>W NTN L OiO W OW Z : OD® M vzZK L J N X K Z N NPO d N WO O W L W zX O T W LZ V W Z W O I ¦ Z K HI V \ vZzL W VhZ K W Wt} { I?{ Z : W :s \ T J%K r Z VZ r X \ Z ] vzZ ] \ HI ] W V NO
¯
=
=
?
@
=
?
?
@
?
@
?
?
@
?
?
=
\=
=
=
<
=
=
=
<
=
=
@
?
=
?
=
@
=
\
=
<
@
@
=
<
=
\=
=
=
=
=
=
<
\=
=
=
\=
=
=
=
=
=
<><
=
=
@
=
=
=
=
=
=
=B= <
=
=
=
<
=
=
=
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
\=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
<><
\=
=
=%=
=
=
=
=
=
=
=
=
=0=
=
@
=
<
=
=
<
?
=
=
=
=
=
=
=
=
=
=
?
=
=%=
=
=
=
?
=
=
=
@
=
=
=
<
R
=
<
@
?
<
\=
=
<
=
?
@
=
=
R
<
=
@
=
=
=B=
@
=
=
=
=
=
<
?
=
=
<
=
<
@
=
=
?
@
@
=
?
@
=
?
?
@
=
@
@
<
=
S@
?
=
@
@
?
@
?
?
=
<
=
?
?
=
=
=
=
=
=
®w®
¯
¡ : = = ? =
M N O M N d d d M M0O@g N n O : W : zX LDZ M M N O M0ON W W W X s v v Z V L Z > : :7¬ ¦ : ®wZ ¦ : ¦ X \Z ] : : H : N f e L V Z IH LD°Z ¡ Wo W ] ¥ ¦H ¥ W
S : VhZ IH I H : ¦ ¦ ¥ ¦ ¥ ¦ ¦ ® ¥ : ¦ ¦ ¥ ¥ ¥ ¦ ¥ SU> S m ¦ I I I I : ¦I ® I I I I ¦ I ¥ ¦ I ¥w¥ I ¦ I ¥ : ¦ ¦ z I I ¦ I H ¥ I¦ ¦ I ¥w¥ > ¬ ¦ I H I ¥ ¬ : I¦ > : > ¦ ¦I ¦H ¥ : ¥ ¦ ¥ : I I ¬ s H ¦ I ¦ ¥ I I ¦ I I I ¦ I H ¦ ¦ I H ¦ I ¦ I ¥ I ¦ ¦ I W
> ¬ > ¦ d s H gkM n ¦ II H d dI M MO@gtI N I ¥W¥ ¦ I w M N OM O@g M T : ®}
OODM N Z HI ZL W L Z VZ Z W X W L W W Z s W[} { ] W LDZ r Z V I O M N ODM O@g M>N M O j O M N ODM OM OM g NO O N N M d OO K N ODN O N n K W L W M N W Z ODM O@vzg ZL X N O W M L W O zX O W LDZ L ] O K M0N V >W : Z ®wW ¦ s Z r Z M>N L VhZ M0O Vh Z W v ¦ n :Lwo L : ] O K I L O > Z r M>N ¦ : K s Z Z VhZ \ d s Z W M0N W L W J M KW Z O > ¦ \ I H Z W > X NO _ r K N W M Z H s ¥ NP¥ N LL LTLDZ O N I O H N\ L : V r ZL O M W?s M M0O O H ZT W X ODM N O H J J%LK L L%K LDZ IO I O Z O HkN I d N n Z o O W L r J W K M M0N OK W ODO M L Z d X VhNZ Od O@g } N M O V T M0N V r M NM ZN L M M r M X O \ Z : ] O M\>N L M ¦] K O \ VhL Z SUM S Z W LX Z Z W W K W d J W K L K W r Z W Z ] \ \ ¦L H r I K } { K ¥ Z Wv Z WLZ r\ ZV L L v r \ W NZ W \ I K Z M ] O VM0O ¦ r O ZL N X N O : H O W M VZ W V O W LvzZ M W L O W J \ O K I M>N K Z N HkI I d d M M0O@g N M O M O NfO N{ W M0O L r M0O W d NK M Z r ] NO W gN ] LV O SUZ M W
M Z K r MO W ¯ \ Z X J W X ZK M W d r O L Jv N r K N W K\ L r r L d v N L M L O Z O J rNO K N L ODv N%¡ O r W O Z W h V Z ° ¡ ZrK L :Z W L r L L W ¥ VhZ X LDZ W W L X K ] V X W VhZ \ L r I S Z W I W Z \ ]L LI
$ $% & $% $% & # N g O O d N M N OODM nO O M N O o M0OM N M>N NM K gwO O N ODN O O K K K K K O W ]r r ZL s Z ] N M O N d d L K M V M0O@gYW N W Z W ] O Z _ rT X T NZ VhZ W K Z Z J r L ZV J M0O Z \ W M N X L ODM ] W v s L J O@g \] N \ \ ] L V L : LD Z K } { Z W X } X Z W J r K L v Kr W \ L r Z r Z L L Z _ W L r Z VhZ V ] X VhZ Z W W L W WZ ] X NO
=
=
?
=
<
?
=
?
?
@
?
?
@
?
@
?
@
@
?
@
?
@
?
@
?
@
?
@
=
=
=
=
<
=
=
<
<
=
=
?
=
=
=
=
<
?
=
=
=
<
=
=
<
@
=
=
=
=
=
=
=
=
K=
=
<
@
=
=
=
=
=
<
=
=
=
@
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
=
=
=
=
=
K=
=
\=
=
<
=
=
=
=
<
<
=
<
=
\=
=
<><
@
=
=
?
=
=
=
<
=
=
=
=
=
@
=
<
?
=
=
S@
=
=
<
==
?
<
<
=
=
=
=
=
=
?
=
=
=
=
=
=
=
=
=
=
@
@
=
=B= <
=
<
=
=
=
=
=
<
=
=
<
=
=
?
= =
=
=
<
@
<
=
<
=
=
=
=
=
<
?
S@
I@
=
?
?
?
@
?
@
@
=
@
<
=
=
<
=
=
I@
;f UH 6
MN d ODMODM ¡ O NO N O ODM O OM W X ¥WZh® v o M M NO W W X v: Z¬ L W X LDZ n ¦ LDZ W ¬ ¬ ¥ ® ¬ ¬ ¦ ¬ ¥ n LD> Z W : W : ] > : > ¦ ¥ ¦ ¥w® ¬ ¥ I® ¬ I¥ ¬ I ¬ I: ¬ I¦ n > : :s > ¬s > ¦ ¦ I¥ ¬ ¥ I® ¬ I ¬ I¥ ¬ I ¬ I n > : :s > :s > ¦ ¦ I¥
: ¬ ¬ d > H ® ss gk> M ss n > HH ¦ s d d> M ¦ MO@I H giN I I M N I OM I O@g II ¦ II ® NO T N £ :
NN NO O M OODM N Z J HI K ZL :
W o L :7¬ Z VZ Z WX W L W W Z s W L Z X VhZ } WZ W SUS s Z ] Z s4] W LDZ r Z V I M O M M O O N"M O M N OM OM OM OlO N M O O MOK d O O T NjN K J K N X ] L W LDZ W W L K v W J V Z K W W W L W zX W LDZ I ] L Z W r L v rn W W V ZL X Z W X ] LV SUZ W Z r W Z I N ! 'd N ; !' $ d B 9 g$%M O N N O O M N OM ODM ODM : ® M0N NK O d O O NlK M M N N{ Vh MZ W N NM NM N O N N N NZ W O O V N W KWP\ N W L L Z r W K X \ L r W Z LDZ HI I K s vzZZ L W ZL Z W K L] Z Z J r X X V K Z VhW Z Z W V V"Q^SUS M J VhM Z ]N ODW M V Z W ODM W \ L ODu M ] W V N\ V rO r O W d L O L X O s\ L L Z NPW M O K O ] K Z NM0OD\ M M>j I M N O O NMODM N O O M K N O K n V Z W W W n L K W zX
J%K W LKM Z OZ N ZL W d N Od jYO O M OK LM Z> W : W N O > M X : N ¦ODM W OM LDZ W OM W vzZ ] : dm\ ® g J K L NZ N LDOZ X W XqV r Z WX M K O WW M ODM O HZ Wd X N K M n ¯ r M0O K Z NOL M N K Zz¦ V n ¦ : K L r W \ L L H I O] W LZO W M X vzZ K ] M s N W L > N WM : zX : O gN W LDZ O V K Z W M0JO X NODM N : N OX K L V n W \ Z W J n K H vzZ ] I M K N Z J K ZMV O ] M V VZZ W I > W ¦ O :M LDZ W > X : O vzZM L Z W V ¥w¦ L > : n r Z L O M0Z N W J N J Z W K ZV ] ¦ : V ¦ Vh Z ¦ : V L ¬ M ¦ N : OD¥ M N M J O \ O K M>N °¡ d H I O O \ W >HYvz: ZL Z ¦ W V KO J O L ¦ ¬ w n K L J S _ NgkLDZ NO W X NvzM Z ] s M0O Z W Xp\ L O O OK Z K J NOM I M0j Q M v K LN d: M O O N M O O N N M>j gUdg M > M OD] M ¦ X O OTr O V W V X OaM0NJ L ] XX] JVO ZVrV W L ]K s Z NiLZ M K L LDZ WZ N W \ N \ ZL M Vs o N] W L V M W K W X Z W X N u ]M vK Z W K O Z VhZ W _ X M W K \ g Z W ] Z O r N X nYI M>N r J r W Z J%K W K Z V K X ] V Z W J%W K Q^SUK S ] X W K V V V rr W L X s V Z ZL V Z W W \ L u ] W V W VhZ V ZW XI
¯
®
=
<
=
=
=
=
=
=
<
=
=
=
<
=
=
=
=
<
=
=
\=
=
=
=
=
=
?
=
=
=
=
<
=
<><
~
=
bT
6
=
=
=
=
=
=
?
=
=
=
K=
\=
=
=
=
=
=
=
<
=
c=
=
=
= \= >=
=
%=
B=
=
<
=
c=
=
=
\=
=
bT
b
W
>=
=
=%=
<
=
=
T ! "#$% &# (' ) * + , #- /. ," ,"# 0. 1 23", " 3 /. 45476 , " , /. # %:; # <3", /. = " ! " 45476 9>, ? T & (@ A 454A6 , 3 . B ,#$ # C ¡
=
=
=
@
=
=
=
=
=
K
=
\=
\=
=
\=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
\=
=
==
<
=
=
=
\=
=
=
=
=
=
=
=
=
=
=
=
@
=
=
=
K=
=
=
=
<
=
=
=
=
<
=
@
=
=
?
=
<
=
=
=
=
=
=
=
=
=
\=
=
<><
@
=
=
=
=
=
=
=
<
=
=
=
=
=
=
=
=
=
\=
=
=
=
=
=
=
=
=
?
\=
<
=
@
=
=
=
=
<
=
=B=
=
<
?
=
=
<
c=
>=
=
=
=
=
>= <
*, 8 9 " 0. , =
>=
=
=
¯ ¡ # & % : = ' @= '0 =
®
(' 45476 > : > : : ¥ > : : @3 ! ¥ :
> ¥ ®w¦ @ > ¦ 8 @ > ¦ > : ®w¦ @ > ¦ 8 @ > ¦ @ ! ¥ 4!#¡ > ¬ > : : ¥ > : : @3 ! ¥ % 8 : }
° &, # ; , ' 8
,"# 8 ?
>=
>=
?
I@
>=
=
B=
6 ,
:
¦
@
8
¬
¥ 8 ¬ ¥ 8 :
¦
¥ 8¬ ® ¬
¥ 8 w¦ ¦
8 ¥
8
8:
¥
:
8 ¥w®
8:
¥
¥ 8¦ 8¥ ¬ 8¥ ® 8 ¥" 8 ¥"
8 ¥w®
8:
¥
¥ 8¦
¥ 8 w¦ ®
& <"
= \= >=
8:
¥
¥ 8 ¥ 8¬ ®
8 8 8
=
¦
¥ 8 w¦ ® 8
?
¥ 8 w¦ ® 8 ® 8
8 :
¦ ¥ 8 ¦w¦ ¥ 8 ¦w¦
?
@
:
¥ 8 w¦ ¦ ¥ 8¦ ¬
" 8¥ 8 8® 8¥ " ® 8¦ 8
<
@
# @ 5 T @ :7¬ 9 ) @ +3 <
%=
%=
6 ,
454A6 > : : ¦ 9 ¦ 8 ¦ :7¬ 9 ¦ 8 ¦w¦w¥W¥ > : : !
: : @ 9 ¦ 8 ¦ :7¬# 9 ¦ 8 ¦ : ¦" > 9 ¦ 8 ¦ : " 9 ¦ 8 ¦ :7¬% > : ®w¦ @ > ¦ $ @ > ¦ > : ®w¦ @ > ¦ $ @ > ¦ @ ! 9 ¦ 8 ¦ : ¥ 9 ¦ 8 ¦ : ¦ 4!#¡ > ¬ ¬ ¦ > : : ¦ 8 ¥ : ¦ 8¥ ® > : : @ ! ¦ 8 ¥ : ¦ 8 ¥ ;¬ % 8 : ¥}
° &,"# 2 , ' 8 < # @ 7 , # &" # #+ + & , " # 8 =
?
>=
>=
?
9 ¦ 8 ¦w¦w®w¥ 9 ¦ 8 ¦w¦ 9 ¦ 8 ¦ : ¦ 9 ¦ 8 ¦ : :
¦ 8 ¥ K ¦ 8 ¥ £ ¥
¦ 8 ¥ " ¦ 8 ¥ S
K
I@
>=
=
%=
?
& <" % 45476= ¦ 8 < /. =
>=
>=
= \=
=
=
B=
=
9 ¦ 8 ¦W¦ ¬ 9 ¦ 8 ¦W¦w¥w® 9 ¦ 8¦ : : ® 9 ¦ 8 ¦ 7: ¬
¬
@
T
®
&" =
C9 <
@
%=
3 ! &,# @ : < ' ¦ 8 ¦ % +3 45476 &+ ) / ! ")" ' =# C 6 9 , 4 #¡ /. , + , 2 / # (8 ! % + " ' ! . + ! &,# % + ! ? 9 . " 3 0. 45476 , 3 . ! "#$ % 7 '& ! " ¬ ® 8 /. , " < ' .
! 8
>=
B=
>=
=
>=
@
>=
=
=
>=
>=
=
=
@
=
?
=
>=
=
= c=
<
c=
>=
= =
?
= c=
<
>=
B=
c=
=
=
=
=
=
>=
>= =8=
<
=
=
=
9 $%# $% " $ # '#
=
% 8 : ! , #- /. , # + . 45476 " 0. " , /. % 454A6 , 3 5 ? ! /. , ? % , # % 3 = ! C, < # + # # &" &,# # "
" /. 8 ¡ " (& ª ! « + ;# &" &,"# & ' :A, *) 454 & &," . 4° 9>, : A8 B /
=
>=
=
=
<
>=
=
=
= \= >=
=
?
>=
=
<
>=
<
=
=
%=
=
K=
%=
>=
<
>=
=
=
>=
<
%=
=
<
=
=
>=
=
>=
@
=
B=
=
<
=
%=
3 C ¦ 8 w¥ ¦ 8 w¬ ¦ 8 ¦ 8 w® C : 8¦ : : 8¦ :
>=
?
@
?
@
®w¥
' /. ¦ 8 ¦ %3 +3 1" %3 ! C, , % " 454A6 ,+ ! ! % + " ,#$ ! C, , ! # <+ , & @ ! "#$ #-, ' : 6 9 , 454A6 # 8 ! ", 3 % %3 C :
4 3 + ¡ & 4!#¡ 8 6 < % , & 47476 ! " ' % # + , # ! # #
: . C(8 6 : # 0@ ' ' 7" , # /. 3 45476 , ' :
8 #- 0. # %3 &,# , , 0. 45476 % 8 : ¥ & ! ! 4 #¡ # C & 8 6 # , )# &" " ,")" ! : ! " , # % ,"# 8 3 ! " #- & # < 1 + % 0. # . + %
3# 2 23 #+ ª & « 8
= c=
<
=
@
=
>=
=
<
=
=
?
>=
=
<
=
=
>=
>= =
"=
=
=
>=
=
= =
>=
=
=
= =
<
\=
=
=
=
B=
=
>=
<
=
<
=
<
=
=
=
<
=
=
<
?
<
>=
>=
=
=
=
>=
=
=
@
=
%=
%=
%=
=
=
>=
=
>=
=
=
=B=
=
>=
@
=
= c=
<
=
?
M=
=
>=
>=
=
=
B=
=
=
=
=
=
=
=
9 $% 9#'
& %! A $
6 " ! 47476 " > . ! . & 2, ! ",#$9 % , ¦w¦ ¬ ® , " -(@, ! ' /. ¦ 8 '0 ¥" . : 8 : 8 @ ' ; % /. 8 ® ! /. , " . " , + & , & <" &,"# @<, ,"# % + & ! -9 < . ! : + < , " 8 6 + &:/@ # , ? 9 < ;# < ' &
" ' /. + ¦ 8 % +3 ! C, 47476 , " % +3 : % 5 " # " " ' &: # +3 : 3 ' /8 6 " + # ) + " /. # @ % +3 . # +3 , ?," % , &,# # % A . ! : + <, " ,3 : ' 2 &+ 8 =
=
<
=
>=
?
=
?
@
?
=
=
=
=
B=
<
%=
= \=
=
=
>=
=
c=
%=
=
<
=
<
>=
= c=
=
M=B=
>=
=
=
<
=
>=
=
<
=
<
\= >=
=
= =
=
=
,=
=
>=
<
\=
=
<
=
=
%=
>=
=
=
=
=
= \=
>=
=
=
<
@
>=
%=
=
<
= =
=
=
@
B=
=
=
*c&5Q# 54:$%*c&54
" $# *, . ! (& . # 9 % 47476 " & " ' , ," '0 + # /. , " # + 08 # 3# +3 . , & &+
Q£ 454A6 , 3 ?# A% #-, ' . # ,C, ' : & ¨ ° &:& 8 # &9 ,#$ #$ % % " :)# " ? + % +3 8 - # & ¬ &% : : @ +3 , " . C , @ "=+ " , + % #$# + 1 % & < /8 ° &,# ! ", &+ " , & % +3 : ¦W¦ &+ 9 # , /. # . C /. , " ; : < '
' % +3 "1 # & :<8
=
<
= <
=
=
,=
<
=
>=
<
c=
<
=
c=
=1=
>= =
=
>=
M=
B=
=
=
=
=
=
<
=
=
=
=
=
=
=
@
<
=
%=
<
=
<
?
\=
=
<
>=
=
=
=
=
<><
=
%=
<
>= =
=
=
>=
>=
=
=
>=
=
<
c=
K= >=
= \=
=
<
=
= c=
=
<
>=
%=
=
\=
c=
=
=
>= B=
;)3G* & ! .!% & *$ 8A@%$1 0# 8 81.B+/# 1 85 8A$&@%*0+%$1 %*)3B& !"2*8A"# %%*)38 ! =5) * & 0 3 # =9+942+A&@$.0!#2?MN85 8A#3. I % +%!8A#2&C8/M %+50#30#3= !
=
¦
+ < <+ + % , ,"# @ &% : 9 ! A + 3 < B . & : " 8 % % " : # + " ' & 0. , & <+
& + % + 8 # : % '0 )" + & &
'0 + /@ /8 8 : , " '0 + /@ 5" + # + 3# , : 0. % +3 ¦ 8 ' ,3 #$ < ? & , 8 \=
=
=
=
<
=
=
<
=
=
>=
<
=
>=
=
>=
c=
=
=
<
<
=
>=
<
M=
<
=
>=
%=
=
>=
=
\=
=
=
=
>=
>=
\=
?
>=
<
<
>=
=
@
=
>=
=
=
=
!" # %$
> &
7
*
3
5 7
$B*
&
¯
" #$ ' & '/ /. , ¡ T= + ?9 #$ ¡T + + , 8 , ' )+ + @ % & " # % +3;+ " < :) &+ , @ & ' ' &, " :<8 + & 9
# , ® 8 ¬ ' + % /.'0 , /. , ¡T + . - & #-, ® 8 & ' ! + . ! / 3 &" # ® 8 ' ! ' + ! '& , # < ' &+ @ # ® 8 < ' # # + 8
=
<
=
=
=
=
=
=
=
=
=
=
>=
>=
<
=
=
>=
@
=
<
=
=
>=
<
=
<
= 9=
<
3)!
=
c=
=
<
=
<
= G=
<
=
<
?
=
>=
=
=
<
>=
=
=
=
=
=
<
=
=
=
=c=
<
=
=
=
=
=
=
=
# +
&
!
$%!&
7:4
*,+
('
7:2)/
79/
*)
+\*
!
54:49$%!&54
" #-, ' '0 & + , ' 1 ¡T + . + & 8
# , ® 8 ¬ 8 : , , /. +3 . + #-, /. , ) 454 & . , ) )" + : . + #-, 8 # , ® 8 ¬ 8 ¬ ' + + 3 . , " " 9 #$8 #-, ® 8 ¬ 8 < ' '0 9 #$@ % A ! /.. + #-, ,")" 8 =
=
=
=
=
<
>=
=
>=
-,H.,0/
<><
=
<
>= =
=
=
\
©
O
=
=
89 243
<
?
8<;0=B9
<
213 5476 89 243
>
=
=
?
=
>=
>=
:13 5476 8<;>=?9A@ @
@
=
<
1 j *V
&
M= =
@
=
=
<
}>#QF T
WJ
c= =
<
c=
45476 % #-, ' . + # # %
!
>=
=
;=
=
<
>=
=
<
>=
>=
>=
>=
>=
=
>=
+
=
?
?
@
®
8:
, # 3 # & #- ! & ; + # "% ! & + # 5 # , ' :<@ % % " : # + " =
=
=
>=
>=
>=
B=
=
=
<
=
:
>=
<
=
<
=
=
=
>=
=
%=
@
w¬
# # + ; , 3
>=
>=
©
4 4 - & . 1" # " :<@ + & 3@ " =, ) 5 "# " 5"A , 8 3 # + '0 :% ! C
=
S=
+
>=
>=
=
?
>
@
9 243
?
=
<
=
=
M=
=
;0=B9 @
?
@
=
<
® 8 ¬A@
?
@
"# /.; + : . + # 3 # 8 + &: . + #-, + < ! "#$ !
:*% , 7 , '0 + %3+3 > ¡ :' . & : ! /@ >8 /8 /.& 9 + & : . + # . +3 + , 8 , C, &, 09 + &: + #-, 8 + ," + : . +3 # !
% ! "& . !
® 8 > 24 3 6 %3 " + : . +3 # . 1 & @ 2 ! &) # % 9 2S 3 + : . + 3# , + " T1 + 9 ¯ :<8
#$ + . 4 ° , " # % +3 3, " " & 9 + : . + # 9 , . &&? 24 3 #-, 8 ¬ 8 8 # 0. " )# + % # + A" & " . + #-, " 8 6
: . + #-, " % +32 0@ @ ' &:9 ! "#$ , ? ! /@ >8 /8 & 09 + &: . + # > . 8 "# + 5"
# , 8 8 @ , " ) % &% ! ", +3 ## + + ," , &" /. & ,"&# % +3 , "B" # , +3# ! &<9 3 +;3 &: . + #-, ! "#$ !
% # "% , 09 3 + : . + 3# , 8 % ' + #$ "# . " " " . +3 # /.2 , A 3 '0 & # @ ! C, < 3 # 3 , # + , /. ,
& . + #-, @ 8 < 3 8 +
' A % ,3 + + + : % ; , & . + # 9 ! > 8 6 " # , , . + 3# , , " + / :7# ' . + # /. @ " 3 , C 2
. '/ + /. . '0 + ; ! , )" /8 )" ! : & ! " '0
-: 9 # % )&+ , / (' ! / . ( ' . . < # # " : % @ 3 #-=C ) # " + , + & &: & , ! + A% 2, # # " ' - /. ! + & 3 " ) ,+ ! : )& + +3 : ! , - /. , + & 8 ) ! ' @ + & # & :? (' # ' C : , # # (' " : C=# #- , . " &+ % # ' . + #-, " +3 . , )+ . + ! : ! ' & 8 , + <?3 # ' " : &+ , , &# :;, + + , + 9 : . + #-, !
% , 09 + : . + #-, . +3 @" !
&
% ! &<9 + : . +3 # # ' # !
% , # # (8
& 5,
S=
?
@
>=
<
=
@
>=
=
?
<
=
=
=%=
>=
@
?
= <
=
=
<
=
>=
=
=
=
=
@
=
=
M=
=
@
@
=
=
=
>=
;0=B9 # =
=
@
'&
<
=
>=
%$
=
>=
=
13 4 6 8<;>=?9 ?
+
=
1=
>=
=
=
B=
=
=
=
=
=
>=
=
?
=
;
)3B&"<8 ! .B1 3854 +/43. 4 1 3 # $1 "85,3* < B&*. 4 ! % !%"'C8 ! .B1 / + * % 0 5 8 # G & 3 1 A $ 1 3 ) @ & 9 8 * % 2 ) 0 & & '(0.0. #38/%(4 ! & ! $1 J ! ! 6
=
K=
#28/%.0$+A1
=
=
\= >=
=
=
=
<
=
=
<
>=
=
?
=
>=
=
>=
=
<
>=
@
= c=
=
<
c=
=
<
=
K=
>=
@
c=
=
%=
=
>=
=
=
=
=
= <
?
=
=
M=
>=
<
=
M=
>=
4 6 8<;>=?9"
=
<
?
=
=
>= =
=
?
=
=
@
=
=%=
=
=
=
c=
=
@
=
@
=
>=
@
=
=
?
>=
=
=%=
>=
?
>=
=
=
=
>=
@
=
=
?
=
;>=?9
=
?
=
=
>= =
\=
;0=B9 @
=
=
=
<
8=
=
=
>=
@
<
=
?
=
=
3 5476 8<;>=?9A@ 6 323 +
@
=
13 4 6 8<;>=?9 @ 5476 8<;>=?9! =
M=
=
+
@
I@
=
=
=
=
=
=
=
K=
=
?
B=
=
>=
=
<
;>=?9 @
%=
=
>=
?
@
=
=%=
=
=
=B=
4 6 8<;>=?9 @
?
=
<
>=
+
@
?
<
=
=
;>=?9 @
@
>=
?
@
K=
=
@
?
>= =
@
?
=
=
9
@
=
=
=
?
c=
=
@
=
>=
>= =8=
=
=
?
9
=
>=B= >=
9
=
=
>=
=
=
=
>= =,=
M=
=
B=
@
M=
%8
=
+ 2*8 8/M>8/M %*)2
! -,
>=
>=
+;3 &: . + 3# ,
, '0 & 3# " ! % " '0 & 1 , >= <
>=
>=
>=
= <
%=
= <
=
= =
= =
=
>= =
=
>=
M=
=
V
=
= <
>=
= <
=
K
, 0. 8 " 8 ' " : , 8
, : ! C,?,
=
>=
=
=
<
@
>=
=
- & . + #-, ! # 3# (' " : =
?
=
08 @ " =
=
# $ ' ' $ '$%A %!
'0 /. < #$ /. + & " . +3 # . 7 ! &<9 3 + : . + #-, .
& *?, C ! : 0. ' " 4 6 % # ' . + 3# , *, )# % & & + # %
, 477 , &"+ , @= : . : &) , % #-, ' . +3 # . ! 3#$ & 09 + &: . + # 3 &@ +3 , 09 +;3 &: . + #-, . : , 1 &) @3+ . + # 8 ! % # 2# 1" # , 38 8 ;, " ! > : @ ! C, +3 ' "
' &: ") 1 , T + &% " & :) ' ?. & + . 1, + & 9 # # # 576 8 K=
>=
>=
<><
K=
>=
=
=
=
=
=
=
>=
=
=
=
8=
;>=?9 # ;>=?9 : >=
?
@
=
=
<
. , . +3 # 3 /. + # & >=
<;>= : 9
>=
=
=
<><
=
=
=
=
<
=
c=
>=
>=
=
>=
=
=
>= =
<
=
"# # $%&(' )! * +',#-
O
J
%=
=
=
@
=
M=
! >=
=
=
<
=
=
6 . + : . + #-, 2 & 421 + &: # % " /. ! & #$ "# . @ +3 I $J
=
=
=
=
-, .,
M=
=
c=
>=
?
VJ
QF
MH
;>9>=?9 = # ;>=?9 #
F )" ! "& !. K 0/ D @ . 4365 @ &: . + #-, # % +
=
<
=
<
87&9
>=
@
?
>=
M=
; . ;>? =?369 5@:BA A < ;
?
=
=
=
. C;>D 9>=?9 =0/FE :GA A H ;
\= >=
: 38 ;
= 9 , " $J KJ + L : . + #-, @;>% =?+39 $J /' $+ J
9>=
/. JMNJ "J . )J+L & ,3 5 ! J +$M J8O. C D 0/FE :GA A$P ; " + +$J :5$J $J 2C2$JQMRJ3 ! #$ . /. ,$J '0 & 3#QJ2" $J $J 2,KJ M S J TJ * 8UJ0@ WV @ XQ Y @#J #/8Z. C D [/FE :GA A P ; $J "$J # % " 0. ,KJ M S J T J A + #$, "1 NJ J, ! C, JMRJ#- ,$J,M SJ J 1J A 1,KJ 4 1A + L3 &: . + 3# , ^. ? 365 :BA A P ; $J_M A = A P + J \ J 0. ,$ J ] %3 ,K J; &# 81 ! R% J; JQJ W@ J+LM J& ,$J '0 #`J X aJ &+ " , b7c9 J $+ M J . & + , !
! : < ' JdM " ' J '0 #`J@ ! "#$A JQJ K J" % J . J ,+ J . $+ M T J . & + (' J/8 hTi e J ^g f jk hTi ,$ J (' J lJ '/ $+ J(m jk hni : ; po jk . $ J +3\ @ g f V
J j k ,$ J (' J lJ + J '0 $+ J%m jk hni : V ; po jk @ 3 &qJ ! J . $ J K J $ J @($ J +3\ J M /. % J#-, ' J . + # . & J "\ J " J + & S r Ts
;>9=?9 =
9
9hni t ?!?4u :BA
9 4
A P ;>=
9hni vw o jk
xGyHzl{
;>=?9
9 4
9
9
9
hni f V jk } W g f j k hTi jk | g : V ;@| jV k
jV k
~
: 38 ;
@
#
!#"$&%'() *+)
9
zz
z
y
y zq{
;>=?9
z
y
: @V ;
y zl{
9
9
;>=?9
.J/ 0 & 1J /2,$J z 53 4 7J 6'84M6'89/ . zt !? ?4u :BA: A P ; 354 z J76'8 3;4 : @V ; @
6 . ! hTi J #-,
?
V z J 6 4=
/ 3 4TS
z 3 &qJNM 3 .J J C 0 7J .
;>=?9 t ?!?4u :GA: A P ;4=
{
D 8+/@,$J = J 4 0 53 4 B6 / 8 J 2/ ,$J = J 4 0 53 4 B6 / 8!M6'89/ D /2,KJO6 E L 3 3 '6 8IP D E4CRQ
> ; ? = 9 ? : ; : j V k ;W| } Kv w : 9 }VU j V k X > ; ? = 9 G x H y l z { ? : ]\ E D_^ ; | > ; ? = 9 ; [ o 9 K v Z w Y : V j k } U jk } V \E j9` ka` D_^cb ; o j;>k =?9
W y zq{
: j9` ka` \ E D_^ } g f j k ; w j k 9j V ` ka` \ E D_^ ~ : K ; z { y y z D 4 = 3 5 3 4 4 f = E = = 3 4 C 4 = ; 3 g 3 E \ z z z y z z Md,$JG8J @j9V ` ka` D_^ 6 @jV k 6'8Je/@,$J 8 6 6 M 6B/TJ AB6'8 6 7J . 6 GJ M .J z 8 /2,KJ 0 y J(6 4 . K ,$J z [email protected]/h/TJG8 0 C 8I8J7.M 4= .i/ /2,KJ j k Q z 35g J7lM6'8I/ D /@,$J y = J 4 0 354 6B/ z 8 6 E L 3 3 6B8IP y D E4C / 3 4 : z 9 }VU ; . ? 365W:GA: A P ; J 6 4= y /2,$Jm.J C 4= /T7J 8 0 3 ./2,$J 3;4 (J 6'8_M 6'8I/ D /2,KJn6 E L 3 3 6'8IP D E4C / 3 4 U . C D [/FE :BA:nA P ; 3 / 3 . 3;4 J(6B8 354 /2,KJ E M = 6o/TJ = M 6'8@6 0 GJ /TGJ 8@. K
+
;>9=?9 =
;>=?9
!#"$&%'() *+) &9!p WV zz z y z ;>=?9 y ; D t ?!?4u :BA:nAP 3;y 4 J(6'y 8 35z4s zq D MJ C z , z .J/ 0 z 6 g J{ /@,$J 3;4 J(6B8z M6'89/ z " z X r : Md, 3;C z ,t.JQJ 0 ./2,KJ Y D D S 3 E C 5 3 C 3 4 E 3 4 ; 3 g 3 /@$, J7z 8 A z . , J z lA J /2K, J 8 0 /2$, J) m6 .@. 6 J , = D E4C / 3 4 ; /2,$J 4 /2,KJ = J 4 0 354 6B/ 8 M6B8I/ S J C 0 JG.
;>=?9
;>=?9
W y zq{
t ?!?4u :BA: A P ;4= } vKwuY : 9 v } U ; o j k x 9 o K v w u Y } U jk jV k : ?
;>=?9
: jV k ;W|
;>=?9 : ; jV k X
?
;>=?9 : w\ E D_^ ; } j9V ` ka` \ E D_^ ;W| jk : j9` ka` \ E D_^ } g f j;>k =?9 ; j9V ` ka` \ E D_^ ~ :
!#"$&%'() *+) &9!p z
z
z
z
y
z y
{
w
KZx ;
y J 3 @/ ,$y J78 D /2,$Jz6 z S AlJ{/|M z 6qM$M8 6 C ,$JG. 3 . z 35= J76 J /@,$J 0 6 354z M8 S J z 0 S J 354 /@,6Bz/}/2,KJ y6 E L 3 3 6B8IP zD E4C / 3 4~E .J = D 8k 1 : 6 4= D 8/@,$J 4 E 0 J7z 8@6B/ 8 z M6'89y / zl{ D k~k q ; S J C 0 JG. y 3;4 J(6B8ez 6B/ { 4 J J 4= Md,$J 4 J LKM8J7.I.J = J 3 /2,$JG8 354 /TJ78 z 0 . D X6r Y 8 Vz J 6 4= /2, 3 . y C 6 4 J76 = / z 4 J 6B/ z 3 AlJ E M = 6B/TJG. K q D J+LM8J7.@.J =t354 /TJ78z 0 . D X r /2,$y Jk 1 M6'8I/ zD /2,$JO6 E z L 3 3 6'89P D E4C / 3 43 . C 4 AlJ L JNAlJG8IP Md,$J78J J Md, 3;C , 3 . 0 8J = J7. 3 826 S J K + ,$J = J 4 0 3;4 6B/ 8,M6'89/
z
/2,KJ 4tS J C 0 J7.
;>=?9 t ?!?4u :BA: A P ;!=
; o j;>k =?9
} vKwuY : 9 V } U } vKwuY
x yHzl{
h
;>=?9
xY
;0=B9
@g f jk j k | jV k gf : j V k ;W| V jk } jV k ~ : ]\ E _D ^ ; } @j9V ` ka` \ E D ^ | : 9j ` ka` \ E D_^ } g f jk ; w j k 9j ` ak ` \ E D ^ 9j V ` k` \ E D_^ ~ : K ;
;o j>k =?9 x p jk ? ;>=?9
U
;>=?9
"!#
"$ F +z ,$J E M = 6B/TJ J%$ E 6o/ 3 z 4 D z H8 /@,$J 0 J76 >4 3 . 6'. D zly yHz Md. J 3 8I8J7.MNJ C / 3 AlJ z D /2,$Jd8J`M8JG.J 4 /26B/ 3 z 4 D /2,$JAB6'8 3 6 4C J
9
;>=?9
;>=?9
o hni(+) ' *-,/.1: 032%46587 9 | : U&} 9 ; o )<' ;>=?*@03: 2%46587 9 }vU o )<' >; =?*@032%46587 9 X6Y X6Y X 64Y 57 9 & = ]\ E _D ^ | A *B,/D . C1EF 0 r/G A ;>=?* X: Y z { y Md,$JG8J & \ V E D_^ 6 4= \ V E _D ^ 6B8 J /2,$J 8 3 3;4 6 6 4=tE M = 6B/TJ = AB6'8 3 6 4C J7. K
"!# I>"$
+
: K H ;
y
o&%< z
y
z
,$JG8J z 6B8J6 /J7y 8 4 6B/ 3 lA J E y zlM { = 6B/TJG. D 8t/@,$J AB6'8 3 6 4C J7. K q D /@,$J6 E L z 3 3 6'8IP D E4zlC yH/ y z 3 4 3;4
J$ E 6B/ 3 4 K : 354 J(6'8 53 4 @V ; 3 . E .J = /@,$JA'6B8 3 6 4C J E M = 6B/J S J C 0 J7.6'. D Md. o 9hni ? 9hni : & ;W| : U } 9 ; o ;>=?9 ? ;>=?9 : & ; & = : K9 v ; V o 9hni | : 9 ; o ;0=B9 o ;0=B9 : 9 ;/=?*ME 2%46587 9 G ; U } }VU }LK X NPY O QDO 46587 9 y z z y q D /@,$Jm6 E L 3 3 6'89P D E4C / 3 4T3;4 J$ E 6B/ 3 4 Kux : 354 J76'8 354 XQr Y ; 3 . E .J = J 9hTi ? 9hTi : & ;W| : U } 9 ; o ;>=?9 ? ;>=?9 : & ; }vU : ? ;>=?9 : ]\ E D_^ ; } @j9V ` ka` \ E D ^ ; & = o : K 9l9 ; V o 9hTi | : U } 9 ; o ;>=?9 y z z y q D /@$, Jm6 E L 3 3 6'89P D E4C / 3 4T3;4 J$ E 6B/ 3 4 RK : 354 J76'8 354 X r ; 3 . E . J = J =
:o
S
= T
6 4 = 2/ ,KJ E M = 6o/TJ =
U
= {
U }
9hni | : U&} 9 ; o ;>=?9 ; ;o >=?9 ? ;>=?9 : w\ E D_^ ; } j9V ` ka` \ E D_^ \E 9 hni 9hni j9;W` ka| ` D_^ ? : & : U } 9 ; o ;>=?9 ? ;>=?9 : & ;; :o
3 . 3 AlJ 4 S P
&
|WV : T V |YX SU ; = } T w S
: K9 ;
x
yHyNz
z
& 6 4= zf & 6'8J 354 /TJG8 = J`MNJ 4= J z 4 /6 4= y 0 E .Iz / S J8JQMRJ(6B/J z = y P E M Q; KE D E 3 4 4 : E 3 4 K9
q 4 6 D /@,$y J7.J,J%$ E z 6B/ 3 4 { . = 6B/ J =nz E4 y / 3 z /@,$JGP C 4 AqJ78 J { / /@,$Jh/@,z 8J`JJ $ y 6B/ .z /2,$J 6'.9/ J J$ 6Bz / 3 ./2$, J 4 P 4 z Ji/2,6o/ C 6 4 S J E 6'z 826 4 /z JQJ = yHy / 8JG. E / 354y 6)M . 3 / 3 AqJhAB6'z8 3 6 4zC J : D 8 U 7&9 ; K + , 3 .+.I/TJ 0 . D 8y zl{0 /@,$J D 6 ; C /+/@,6Bz / y E / z D 6 /2,KJ. 3 0 M J18J`M8JG.J 4 /26B/ 3 y 4 . y D z/@z ,$J1AB6'8 3 6 4z C J : WV : z : 9!p @V : : 9!p /2,KJ 4 y PyHz 4 J 354 { Mdz , 3;C , /2,KJ z }6 E .@z . 3 6 4 3;g z J 3 , y = D E4C / 3 4 3 . C 4 lA J L JNlA JG8IP Md$, J78 J 354 /@$, Jz6 MJ = 8J 3 4 : 6 4= = z J7. 4 z /m6 M$M8 6 C , 354 J76'8 3 /|P 6o/ J 3 /2$, JG8 J LF{ /28 J 0 J ; 3 . z 9!p K + , 3 . 0 J(6 z 4 ./2,6o/ z 3 D X r 3 . C , .J 4 / y 8J`My 8JGz.J z 4 //@,$J M6'z 826 0 J y Q y /TJGz 8 J /@,$J 826 =3 J y 4 / D /2,$J z 4 E 0 J78@6Bz / 8,M6'8I/ z D /@,$JS }6 E .@. y 3 6 4 z 35g J 3 , = z D E4C / 3 4 y M 3 = 0 354 z 6BT/ Jd/2$, J z 354 J(6'8 z = J 4 0 354 6B/ %8 M6'8I/ D 8 J LF/28 J 0 JA'6 y E y z JG. D 9!p { J . /2,KJ6 E L 3 3 6'89P D E4C z / 3 y 4 3 . S z E4= / ,6(lA JT6 0y p6 L 3 0 E 0 z M z 3 /@, 354 /2$, J 6 M J = 8@6 z4 J K 4LMNJG8 3 0 J 4 /@. 6'8J 4 P MNJG8 D 8 0 J = M 3 /2, /2, 3 . 6B.I/AlJG8@. 3 4 D /2,$J E M = 6B/J J $ E 6B/ 3 4 . K
-, .,
y
K0 # $K $ % ('#$(# z
{
z
y
z
z
y
.e6 4 z 6 /Tz JG8 4 6B/ 3 AqJ{Miz 6(P D = J78 3 A 354 z E M = 6B/J7. D z 8m/@,$J 354 z J76'8 Q$= J 4 0 z 3;4 6B/ 86 E L 3 3 6'89P D E4C / 3 4 D J$ E 6B/ 3 4 K X J 6 0 JG/2z, = S 6'.J = y 4 y JGM/ 4z . 0 JG/@, =z Mi6'. = JGA z 3 .J =wK 6B/2$, JG8z /2,6 4 4= /@,$J 0 6pL 3 0 E z 0 D /2,KJ 6 E L 3 3 6'8IP z D E4C / 3 4 Jy JNMy / z 4! . 0 JG/2, y =v3 . E . J = / z 4= 6 4 E M = 6B/TJ S 6'.J = 4 /2,$J[email protected]{l/dz 6 4=y .y J C 4= =3 WJG8J 4 / 3 6 . D /2,$JO6 E { L 3 z 3 6'89P D E4C / 3 4 M K 8 K / K z J(6 C ,S{ M6'826 0 JG/J78 K" Q$=3 6 4 z 6 J J 0 J 4 { /2. 354 /2,KJ# J7z .I. 3 6 4 6'8J 3z 4 8J = K + , 3 . =3 Wy JG8@. D 8 0 6 8@6 =3 J 4z / = J7. C J 4 /m6qM$M8 6 Cz , E . 3;4 JG.I/ 3 0 6oy /TJ7. z D /@,$Je.J C z 4= =3 D Q D J78 J 4 y / 3 6 . EC ,f6'z% . $ E35C-g & t '' & ''
e J
z
4 / ;3 4
{ y zl{
3 23 & V t '' & V '' 323
@V6'.+*
J
= =
o
9hni g f 9 hni } ]\ E D_^ } o ;>=?9 g f ;0=B9 } ]\ E D_^ \V E D_^ \V E D_^ 9 hni | ;>=?9 9 w :U } 9 ;o ; } :o \V E D_^
: K )9 ( ; : K 9 X;
9 hni w \ E ; ;>=?9 : w\ E D ^ ; ? hni [ ? 9 > ; ? = 9 : _ D ^ [ 323 vKwuY o 9 hn\V i E D_^ } 9 b } vKwuY o ;>=?9 \V E D_^ } 9 b : K 9 Y ; & V t '' ? : ]\ E D_^ ; w 9 hni ? > ; ? = 9 : w\ E D ^ ; | = ; [ o 9 o v Z w Y : } U } & * V '' 323 \V E D ^ \V E D ^ b : K 9 ; + ,$J E M = 6B/J D z 8&/2,$J 0 J(6 4 . 3 y . & = } z + - Y0,/,/.. y 22 Y J{ M 3 /2,z6. z 3 0 3 y 6'8 E M = 6B/J D z 8"* = yHzl{ @V J+L C JQM/H/@,6B//2,$Jh.I/JQM . 32z 1 J 3 . 3 0 z 3 /TJ = z / v K Y : 6'8 y J78. 321 JG. D z E M = 6o/Tz J y0 6(P Sy J 35yH4 z 6 C7C7y Ey 826B/J
& t '' & * ''
=
6'./2,KJ $ E 6 = 826B/ 35C 6qMKM8 L 3 0 6B/ 3 4 / /@,$Jm6 E L 3 3 6'89P D E4C / 3 4T3 . 4 P>A'6 35=
C6 P ;K
@
{
I
k k k q I J 3 , /2. + 3 /TJ78 X 6B.k 1
X K X X K( X X KX y y z + 6 S Jaz K 9 J7. E /@. D 8>k kz z q Q /2{8@6 354 J y = g 354= . D M6'8@6 0 JN/TJG8@.8 JG. JG// 8 3 354 6 k 1
#
z
4 JGABz 6 H 4 8@6 . 3 / 3 4 . 6'.k 1
X X KX z .9P .9T/ J 0 y 4 1 AB6 E J7. K
!"
+ z, 3 .hz .J C / 3 z 4
y
x
k J(6 4 . 6'8 3 6 4C JG. ] 6'.k 1 6'.k 1
X Y K X Y KZx z 3 E Y Y 354 vlv ES 3 + 82,6 3;4, 354 /2{ 8@63 .J+L6 . C / Q 0 M 6B/ /@C , , J BA U 6'8 = . K
!# $ $%&
{
'(")*+
z
y
{
=3 . C7E .I.J7. y 0 3 L / E 8JMJ 3 , /z 6 4= { /28@6 4 . y3 / 3 4{E z M = 6Bz /TJG. J 3;4zC E=3;4 6 = JG8 3 AB6 Q / 3 4 z D 6 4 E M = 6B/J 8 E JzMd, 35C , 3 . 6 0 8 J J 4 JG826 AlJ78I. 3 4 D /@,$J 4 J = JG. C 8 35S J =v3;4 J C / 3z 4 X KX K y z z { z D J C / 3 4 K ( K 9 =3 . CGE .@. J7.+/2K, Jz 8 J 6B/ 3 lA J 3 0 M 89/-6 4C J MJ 3 , / J /28@6 4 . 3 / 3 4 6 4= }6 E .I. z 3 6 4 Mz 6'8@6 0 JG{ /TJG8 E M = 6B/ J7. K J Cz / 3 4 K ( K z = J7. C 8 35S J7.e/@,$J .I/26 4= 6B8 = { E M = 6B/J J%z $ E 6B/ 3 4 y . D 8dMJ 3 , /@.z 6 4= /28@6 4 . 3 / 3 4 . K z J C { / 3 4 y K ( K z ( = JG8 z 3 AqJ7.O6 z 4 JNM MJ 3 , / !/2826 4 . 3 / 3 4 z 6 E L 3 Q 3 6B8IP D z E4C / 3 4 J Md, 3;C , 3 .6 0 8 J J z 4 J78@6 y D 8z 0 D /@$, J 4 J = y J7. C 8 3;S J = 354 z J C / 3 4 X K X K J C / 3 4 K ( K X = JG8 3 lA J7.6 4tE M = 6BT/ J D 8 0 E 6 D 81/2K, J 4 JGM 6 E L 3 3 6'8IP D E4C / 3 4 K , ,
,
.-
,
0/
,
,
-, -,0/
$ d% K(#- & K ( K(#$ $# 1
32
{
54
z
y
y zz
56
y
y y
y
,
E .@. qz 3 6 { 4 MJ z 3 , /2. U jy k 6 4= /28@y 6 4 . 3 / 3 4 z 3;g J 3 , = . S j z 0 6 g J+8J 6B{/ 3 AlJ P z 3 /I/ J =3 NJ78J 4C J /z 8J C 43 / 3 4 8J7. E /@. K + 6 S z JO K 9 z .@, { Md.dy /2,$JOJWJ C / D 8J7.JG/@/ 354 AB6'8 3 { E ._M6'826 0 JG/J78I. D z 6k k q Q /28@6 354 J = .9P .9/T{ J 0 / /@,$J 8 3 3;4 6 k z 1 M6'826 0 JN/TJ78I.6t /2K, J7zl. {J8 J7. E z /@. = yC 4 8 0 /2,6B/&M J 3 , /2.+6 z 4= /2826 4 .z 3 / 3y 4 . 0 z 6 g JiAlJG8IP 3 /I/ zly J =3 WJG8J 4C Ji/ 8zJ C 43 / 3 4 8J7. E /@.+6'./2,$JNP J76 C ,{.JQJ 0 / 0 6 g J 4 Pn6 S E / v K 9 6 S . E /TJ =3 NJ78J 4C J / / J7.I/ Q . JG/ I K }z 6
87
,
+
-, -,
y
9
$( ,! ( K(#$ $ ' , :6
{
z
z
y
{
$, J S '6 .J 354 JHMJ 3 , / o/@826 4 . 3 / 3 4E M y = 6B/J 3 . =3 . CGE z .@.J = y 6o/ 0 8J J 4 /@y , 3;4 + , 3 . 3 ./@,$J 4LFy /Tz J 4= J = y 16 y E 0 zQ z I J C , E zM = 6B/TJ C E M J = M z 3 /@, 6 4 6 { /J78J = /2,KJ =z3 NJ78J 4 / 3 6 D /2,KJ z 3;{ g J 3 , = D E4C / 3 4 M 3 /2,e8J7.MNJ C /+/ /2,$JMJ 3 , /@. J 354 y 8 0 6 4=354 k 8 J78@6 J9 H H 9 K + ,$J E M = 6B/J 3 . ; U jk : & p & U jk ?!?4u :BA ;N| U & jk = ;W| ; k U jk : & p & U jk )?!?4u :BA 0/
-
<;
>
=
BA
C
@?
.?
BA
z
,
J C z / 3 4 yX K Y K z K D 8 0 {lE { 6 D 8 6'.. E 7J .I/J = : K9 x ;
x
9
;>=?9
z y { hni o ; J 3 C y C7E y = ; J o ; 3 C 3 3
4 S r B : A : Md, y , .Mz8 MNJG8 y P AlJ P NBQ j k } jk . 6 6B/TJ ? ?!?4u { z 35{l4 yHz .I/TJ76 yH= y 6 CGz C 8 =354 / yHy /2,$Je6 y /J78J = D 8 0 { E 6 & yHy p & z U jk = AM-N *BQ ,/A . * ,/. } y A@N-;/Q = * z w A 3 ..JN/ Q NBQ Q A NB;/Q =?* J Md, 3;C , 3 AqJ7.d6 z M . 3 / { 3 AlJ z E M = 6B/J7. y Jzl{qM z E .6 z C 4 .I/-y 6 4 / K z S 6 z P / /@,$J. z 0 6 JG.I/iAB6 E O E . D 80 E 6 K Md. D /28@6 4 . 3 / 3 4 0 6B/28 35C GJ .d6'8J E M = 6B/J = 6 C7C 8 =354 / 6 4 6 4 6
Md,$JG8J & p & U zj k
" ( $(#K $ ' , 56
y
{
z
z
3;4C Jt/2z ,$J S 6'.J 3;4 J z 0 3 z LF/ E 8JTy MJ z 3 , / E M = 6B/TJ = J7. C y 8 3;S J =#354 /2,$z JaM8JNA 3 E . .J Cz / 3 4 3 z . S z 6'.J = { 4 6 z 4 6 =FQ , z C D 8 0 z E 6 D 8m/@,$J ={3 NJ78J 4 z / 3 6 .n{ 6 4=C 6 44 y /dJGAqJ 4vS J z M8 Aly J = z / C 4 AqJ7z 8 J{ / /@,$J C 8@8J C /M 354 / : 6'.@. E 0 3;4 3 / C 4 AlJG8 JG. ; J 6 4 6 /J78 4 6B/ 3 AlJ D 8 0 E 6B/ 3 4 Mi6'.. E , / K z z { { z y . =3 . CGE .@. J = z 3;4 J C / 3 4 X K J /@,$J 3 0 M 89/-z 6 4 y /1/@, 354 3 .1/2,6o//@,$J 826 =3 { J 4 / D /2,KJn z 6E L Q D 3 3 6'y89P z E4C / 3 4 M K 8 K /zz /2,$JaM6'8@6 0 JN/Tz JG8z.I, E = S Jt/@,$Jt.26 0 J~6B.z/@,$J y 8@6 =3 J 4 / D z /2,KJ 8J76 S J C / 3 AlJ D E4C / 3 4 J 6B/z/2,$J M 354 /{Md,$J78J~/2,$J M6'8@6 0 JG/[email protected]%$ E 6 /2,KJaM8JGA 3 E . M6'8@6 0 JGz T/ JG8@. K z y { y z y z ylz ,6B/ C 4=3 / 3 z 4 : /@$, J =3 NJ78 J 4 / 3 6 . S J 354 J $ E3 AB6 J 4 / / { /2,KJ z =3 NJ78J z 4 / 3 y 6 . D /@,$Ja8J76 S Q zlJ C yHy / z 3 lA J D E{ 4C / 3 y4 M K 8 K / K /2$, J!z M6'82z 6 0 JG/ J78I. J 6B//2$, Ja.9/-6'89/ 354 M 3;4 / ; M z E = .@z 6B/ 3 .'J =nS P/2y ,KJ D M 354 y6 E L 3 3 6'8IP D Ez 4C / 3 4 D 8.I/26B/TJr J z Md, 35C , 3 .(z J+LF/28@6 C /J = hTiD 8 0 /|M 16 E 0 Q I J C , /|P MNJ 6 E L 3 3 6'89P D E4C / 3 4 . y . ES /28@6 C / J = z D 8 0 z J76 C , /@$, J78 z : t :GA: A P ; } z t :BAn: A P ;; J 6 4=t3 .d6 M J(6 g
,
-
z
z
{
ky
z
z
{
z
{
z y
z
# M{ JGAqJ78 J Mz / 3 0 3 . 354 zq/2y ,$y z Jd6 S { AlJMd, y 3 J J 4 D 8 CG354 z M . 3 / 3 AlJ1MJ 3 , /2.HM E = 0 6 yg J. 0 J MJ 3 , /@. { 1 JG8 K $, J D M 3;{ 4 6 E L 3 3 6'y 89P D Ez 4C { / 3 4 y ,'6 .my /2,$J>\ .2E 6 0 J z =3 JG8J 4 / 3 6 . M K8 K/ K
/2,KJMy J 3 , /@.hMd,$z JG8JO/@z ,$JMJ 3 , /2.J%z $ E 6 /2,$J 8 3 354 6 z BA 6 E z J7. U jk D_^ J . 3 / 3 .h6mMJ(6 g Q . J 4 .J 6 E L 3 6'89P D E4C / 3 4 D 81/2,KJnk~k q S J C / 3 AlJ D E4 C / 3 4 '6 8 E4= A P t B: A: A P ;>= zz
{
z
k
o j k
hni yHzl{ z
jk } zqy z U
v C 4 /28 . C . 0 2/ , 3;4yHy C y 4 I. /-6 4 z/ D E M = 6By /J7. J . 0 z 6 z J76 = .+y / z 6'.9/T{ J78 E M = 6B/J7. K z = 2/ , 3 . J76 = ./ /@,$J D 8 0 E 6B/ 3 4 3 AlJ 4T354 J C / 3 4 $, J
A
A
A
,
!
o j k
A
{
U jk w U \ E D_^ j k
y {
: K 9 H ; y
z
yz
4 AqJ78 J z 4C J '6 8 J (J 6 = y T . / . {M D 9 3 . C 4 . ;3 = J78J = /@$, J = J 6 E a / .JN/@/ 354 X KX K A
#"%$$'# 56 &$ ('"):2!(' `',#-)$(* +$,* -*/.10 $(*3254
6 !BI7()
"$ 87 9 z y z:9 z zq / 3 .!M I. . 53 Sz J1/ 4= 6.I/@8 4 D>= $ E 6B/ 3 4 K 9 H Md, 3;C , 3 . A
{ y z z z { Q .J 4 .JO6 E L 3 3 z 6'8IP z D E4C {/ 3 4 z D 8H/2,$J>j S<; J C / 3 AqJ E 6B826 4 /TJ`J = / C 4 AqJ78 J D 8 : v@? AA7 9 ; K
z
D Ez 4C / 3 4 l y T/ J{/2,6o/
@
x
H
z y y z y z z D D = E 3 3 E 4 C 3 4 E 3 y z z z z /2,KJ78J~6'8J /|M JNAlJ . 6 L 6'8IP / ,$JG8J $ 6o/ 4 K 9 Hf3 .>6fz MJ(6 g Q .zJ 4 .{ J D D 6 E L 3 3 6B8IP y E4C / 3 4 8Oz /@,$J z k k q S<;z J C / 3 AlJ D E4C / 3 4 J 6 4=fz 354 /@, 3 .Oz .J C / 3 4 6 .I/@8 4 Q .J 4 .n J z 6 E L 3 3 6B8IP z D E4C / z 3 4 D 8 = $ E 6B/ 3 zqy4 y z K 9 H 3 . z = 7J 8 y 3 y AlJ =~354 8 = J781/ 0 \ 6pE L 3 0 3 .J 3 /z K z ,${ J M y / 3 0 3y .26B/ 3 4 z M8 C J =z E 8J 3 .6'.z D Md. K z 86 r : s .yJGy / U jE k G = z U jk D_^ : 3 K J K / z /2,KJ 8 3 3;4 6 AB6 E 7J . D 8 0 S z J D { 8J /@,$J M / 3 0 3 .@z 6B/ 3 4 J Mdz, 35C , M 3 ,$J z 4C J D 8I/@, S J = J 4 z /J =y y M 3 /@, /2,$ J . E MNGJ 8@. C 8 3 M / j 8 3 l ; 6 4= /2,$J 4 D 8 3 /TJG826B/ 3 4 . = v / J .@6P J9 vlv J .JN/ D 8d6 r :s
U jE k C /r G
Md,$JG8J
o j k nh i | U j E k G jE k G hni | E G E G U jk jk k ,o j k
=
C
:
:
K v ;
r r o j k U jE k G o j k U jE k G w : K 9 ; 0 k 6pL \ E D_^ \ E D_^ } U \ E D_^ U \ E D_^ U jk U j k jk jk y z z z y z { ,$JaAB6 E y z JG. D U z jk { 6 D /J7z 8 9 vlv 3 /7J 8@6B/ 3 4 .6'8z J E .J = D 8/2,$J Ez M = z 6B/TJ = AB6 y E J7. z : C 4 AlJG8 J 4C J C 6 4nS Ja. M J 4 E ,m/ 0 6 g J 9 vlv 3 /7J 826o/ 3 4 . 4 J C J7.I.26'89P D 8. 0 JHAB6 E JG. D M6'826 0 JG/J78I. 6 4= .I/26Bz/ z 3 .I/ 35C . ; K z y { z z z z yy z ,$J#M8 D z /2,6B/h/@, 3 . D 8 0 zly E yHz 6 3 . E 6'8@6 4z /TJ`J = / 0 4 / 435C 6 P z 3;4C 8J(6'.J/2,KJ D E4C / 3 4 z 9354 = $ E 6B/ 3 4 y K 9 H 3 .d6B. D z Md z . K , E M$M .} J z /@,$J z C7E 8I8J 4 / z 3 /TJ78@6B/ 3 4 { 3 . ~{ 6 4= z MJz M 3 .I,T/ y 4y = 6 4 6 E L 3 3 6'89P D Ez 4C / 3 4 D 8i/@,$J D z E4C / 3 4 {dz D = $ E 6B/ 3 4 z K 9 H J 3 A z 3;4 0 8J zlMyH/ y 0z 3 6 AB6 E J7. U jE k C r/G K ,$J S ; J C / 3 AqJ D E4C / 3 4 S J 3;4 M / 3 0 3 .J = 4 3 /J7826o/ 3 4 3 .16'. D Md.
j k
=
E G
?
z
z
o j k hni r
:GA ;>= k
z
y zq{
U jE k C /r G
z
}
o j k
A
E
U jE k C /r G
U \ D_^ j k
{
: z
K ; z
dM , 3;C z , 3 H. 6 D E4C z / 3 4 D /2,$J y E4g 4z M 4 . U jE k C /r G z D 8 s = 9 z w6w6w K ,$J1.9/-6'89/ 354 M 35y 4 / D 8 /2K, J M/ 3 z 0 3 .26B/ 3 43 ./2,$J+AB6 z E J7. 4 y /2,KJ%M{ 8JGA 3 E z . 3 /J7826o/ 3 4 J U jE z k C r/G = U jE k G K .J+z LM { 6 354 J = 354 J y C / 3 4 X K J 6 z 4 P z D E4C / y3 4 J 354C E=354 z /2,KJ 4 J 3;4 = $ E 6B{ / 3 4 K J 3 .6n{ .9/28 4 zz Q .J 4 .{J 6 E L 3 z 3 6B8IP D E4C / 3 4 9 D 3 /2.J D J 6 4= /@, 3 ."z M8 MRJ789/|P 3 . E4C ,6 { 4 J ={S P 6 =y =3;4 6O. 0 /@, 354 { D EC / 3 4 J Md, 35C , 3 . = J 4 J = 6'.6 D E4C / 3 4 Md, 35C ,>,6'. 3 /@. 8J(6o/TJ7.9/hAB6 E Jd6B/a/2,KJ.9/-6'89/ 354 z z z z y y D J 5 3 4 3 3 3 4 K 3 C 4 M / /@$, J M / 0 .@6B/ [email protected]/ P MJ 6 8JQM 6 C Ja/2,KJh/TJG8 0 } A@NB;/Q =?* [ N- 46Q 587 9 !#" J Md, 35C , NBQ b z z y z z E /r G z 3 .6 M M JG8 D U jE k C r/G J M 3 /2,~6 3;4 J(6'8 D E4C / 3 4 D U jE k C r/G } U jE k C r/G A@ NB46;/58Q =?7 *9 [ 46N- 58 Q 7 "9 J D 8 NBQ N-Q b y r / G r / G E C E C s C K 3 = 3 4 3 K K K J(6 , , .t,z 6'.t{ /@$, J y .26 0 J z J78 J / 6 M 8 / z U jk z 6B/ U jk = U jE k G 6 { 4= 3 . $ 6B/}Md,$JG8J76'.m/@,$J 8 3 354 6 D E4{ C / 3 4 z Mi6'.J 3 /@,$J78{ C 4C 6(AqJ 8y $ 6o/ z : 8J 0 J 0 { S JG8 3;4 /2,z 6o/ v ? 87 9 6 4= /2$, J 0 354 E .h. 3 4 ; J . /@, 3 . { C ,z 6 4 J 3 . J $ E3 AB6 J 4 /1/ 6 ==354 z 6 D E4C / 3 y 4 E Md, 3;C ,~,6'. 3 /@. 0 p6 L 3 0 E 0 6B/d/2K, Jn.9/-6'89/ 354 M 354 / U jk C /r G = U jE k&G % 3 / 3 ./@$, J78 J D 8 Je6{A'6 35= ,
A
v
zz
.0
{
z
{
y
z
2/ , 3;4 D E4C / 3 4 K , 3 . 3 AqJ7.6 4 6 E L 3 3 '6 89P D E4C / 3 4 t :GA
E %C /r G
:A
E G
;
zly yHz
6'. D
Md.
o j k U jE k G E r/G : K ( ; \ E D ^ \ E D_^ } U U jk j k k z y yHy z y yy y = $ E 6B/ 3 4 z K 9 (J 354 { Md, 3;C , U jE k C r/G 6'8JO/2,$JABz 6'8 3 6 S 7J . J z3 z .1.I/ 3 { 4 /d6 4 z6 P / 35C 6 P /28@6 C /26 S J 354 /TJ78 0 . D 4=3;4 z /2,KJ 0 6 L z 3 0 E 0 K y 4 { z/2,KJ78. 0 y /2, 354 D E4C / 3 4 0 E .I/ S J 6 == J = J /2y zq, { 3 . / 3 0 JHM 3 /2,/2z ,KJ S<; J C / 3 Aqy J D C 6 4C J 354 E z/z /2,$J 35{ 4 7J 6'8 /TGJ 8z 0 . 354 U jE k C r/G : /@,$J+/TJ78 0 yHzl. { 3;4 /2, 354 D E4C / 3 z 43 . C k y r j{E k G U jE k G y U jE k C r/G } U jE k C /r G U jE %k C r/G 6'8J 0 z 8J&/28@6 C /26 z S J ; K ,$J z 4 JNM. 0 Md,$JG8J jE k G 6'8{ J M z . 3 / 3 AqJ C 4 .I/26 4 /2. D 8"J(6 yC , s K , 39 . D E4C / 3 4 ,6B. 3 z /@. 6B8 GJ .I/&AB6 E y 1J 6o/ /2,KJ jI.9z /-6'89/ 3;z 4 M 3;4 z /2l U jE k G /@, 3 . C 6 4 J76'. 3 P S } J Al7J 8 3 J =~S P 354 .MRJ C / 3 4wK ,$n J 6 E L 3 3 6'89P D E4C / 3 4T4 M S J C 0 GJ . y zq{ o j k U jE k G E r/G hni y zq{ E %C r/G E G / r G | G E C E :GA E %C r/G : A E G ;>= o j k U jk U jE k C r/G } U jE k C r/G w } U jk U \ E _D ^ U \ E D ^ jk U jk jk jk k r : K X; y z z z z z y ,$J AB6 E 7J . jE k G 6B8z J C , .J 4 y . y 6'. z / 0 6 g J /2,KJ C z J C73 J 4 /2. D z /2,$J 3;4 (J 6B8 /Tz GJ 8 z 0 . 354 z U jE k C r/G 3;4 = $ Ey 6B/ 3 4 K X 6 S J C 0 z z J /2,$z > J .26 0 J J . /2,6B/ =E J z / /2,$J . E 0 Q / Q{ 4 J C 4 .I/@826 3;4 z /d/@z ,$J 354 (J 6'8iz/7J 8 0 .8J =EC m C J / 6 4 .Iz /26 4 / y 354= J`MNJ 4z = J 4 / D /2,$J 4 NJ M MJ 3 z , /@. 8 y z M / 3 0 3 .26oy / 3 4 Md, 35C , 3 .6'y y . D 6'.9/H6B.>M .@. z 35S J J /2,$J C z J C73 J 4 /2. jE k G 6'8J C , .J 4y y U jz E k C r/G K / S} J /@,$J MGJ .I/AB6 E GJ y .y Md, 35C ,tM 3 yHy 0 6y g J /2,$J C J z C73 J 4 /2. Dy /2,$ J /TGJ z 8 0 . 3;4 U jE k C r/G z6 Se J /2,$J .@6 0 z J /2,KJ . z 0 6 7J .9/ jE k G M 3 6 Mi6PF. S J 1 GJ 8 K , 3 . 7J 6 = ./ /2,$J J LM 8GJ .@. 3 4 354 = $ E 6B/ 3 4 K 9 D 8 jE k G K z z z y z E r/G ,$J C J C73 J 4 /2. D /7J 8 0 . 354 U jE k C r/G S J C 0 J^%J $ E 6 / U jE k C r/G A N-46;/5Q = 7 *9 [ 46N-58Q 7 9 } jE k G NBQ N-Q b z z y r A / ; = * [ X ; N Q B N Q D = : J z FL /2826 C /TJ = 8 0 $ E 6B/ z 3 4 K Md, 3;C , J $ E 6 . } 0 6pL k 46587 9 4657 9 /@, 3 . 3 .{6 N-Q NBQ b C 4 .I/26 z 4 / 3;4= J`MNJ 4z = J 4 / D s K yHzl{ z y z hTi y z | EU C r/G S J C 0 J_J $ E 6 / o EU G { E G /2, 3 . y (J 6 = y .H/ ,$J C J CG3 J 4 /@. D /7J 8 z 0 . 354 { { jk jk jk jk /2,KJ E M = 6o/TJ 354 = $ E 6B/ 3 4 z K v J Mdy , 35C , C 6 4tS y J = 7J 8 3 AlJ =~E . z 354 6 { 826 4 3 6 4 0 E / 3 M 3 GJ 8@. 354 /@,$} J .26 0 J M1y 6(Pt6'.z /@,$J 4 8 0 6 -16 E 0 Q I J C z , E M = 6o/TJ D 81z MJ 3 , /@. K z z A = D = D q 4 /2,${ 9 < J 9 z J .MRJ CG3 6 C 6'.J /2,Ky JSJ LM 8GJ .@. 3 43;4 $ E 6B/ 3 4 K 8/@,$J C 4 .I/-6 4 /@. E G C 6 4tS JOJ LK = 3 M 87J .I.J 0 8 J . 0 M P 6'. jk o j k
o j k
: K Y ; jE k G = 0 k 6pL U \ E _D ^ } U \ E _D ^ w jk jk z z yy z y z z z ,$J M / z 3 0 3 .@6B/ 3 4z 3 . E . E 6 P C 0 z M GJ / 9 C 5 3 4 7 C G C E C 3 5 3 4 v z { J / 0 6 , J 6 826 P M /@, 8 y v 3 { /TGJ 826 Q / 3 4 . , MGJ Aq7J 8. 0 J 0 3 FL / E 87J . D 6 E .@. 3 6 4 .O6'8J 0 8J 3;4 /@826 4 . 3 J 4 / K MKM P 354 /2,KJ
U jE %k C /r G
%
"
%
" % %
&%
U jE k C /r G
y zl{
hTi o j k
t :GA E C r/G : A E G ;>=
J
z z z/2q8@6 y 4 . D z 8 0 z 6B/ 3 y 4 9 z vlv / yH3 y0 JG.%MRJ78
. y E / 3 4 D 8h6 0 .I/h6 6 E .@. 3 6 4 6 /TJ78 4 6B/ 3 AlJ/J C , 43 $ E J K 6 !BI7()
9
z {
6 E .@. 3 6 4 0 3 FL / E 8J{ .JQJ 0 .hz . E z C73 J 4 /i/ z 3 lA Jd/2,$J +J L6 C / 0 3 L E 8J7. J 6B. ;IE= J = D 8 0 C 8@8GJ .M 4= J 4 C JM 3 2/ , 6 4
"$ 8 9 z { z z y { z z { z ,$JV6qMKM8 6 C , 3 AqJ 4 z 6 S AlJ 3 . z 4 Py E 6'8@z 6 4 {/TJQJ = / C 4 y AlJG8 J D 8 z 7 z 9'J . 354C J t :GA E %C r/G z : A E G ; : = $ E z 6B/ 3 4 K ( ; 3 . 4 PO6.I/28 4 Q .J 4 .J6 E L 3 3 6B8IP D E4Cy / 3 4 D 8 :Gz A E C z r/G ; : = $ E 6B/ y 3 4 z K ; z6'8 E4= z A E G J 3 D 87 z 9 K E / z 3 / 3 .6dMJ(6 gyHS z J 0 z 6 = J/ z C 4 AqJ78 J z 3 D 0 8J D 6n. 0 { /2, 354 D Ey 4C / 3 { 4 3 . 6 == J = 6B/&6 6BT/ JG8.9/-6 Jh/ . M = M 4 M/ 3 0 3 .26B/ 3 4}S P 354C 8J76'. 3;4 jE k G K J`M 6 C7354 /2,KJ z r z r Md,$J78J " A / ; ? = * [ B N Q N Q D & = E 3 /TJG8 0s0 p6 L k 46587 z^9 y 46587 9 z $ z 6B/ z 4 K 9{ M 3 /@, z 0 6pL k A 46N-;/58Q = 7 *9 [ z 46NB 58 Q 7 y " 9 N-Q NBQ NBQ N-Q 8 9 . JQJ 0 z .d/ J76 = / b .26B/ 3 .9/ D 6 C / 89P C 4 qA J78 J 4C J D 8 = : /2,KJ 4 P b C 6'.J}Md, 35C , Mi6'./@8 3 J = D 8 9 ; K A
A
?
A
-
A
A
-
A
A
A
A
%
'
.
*32
!
4
!
# B# $#
. 2
z
:0 */.1254 . 2
2:0,0
$
:0 $ .
z
2
y
q 4 6qM6 z =3 6 { J H H J 6 C 0 My6'{l8 z 3 . 4VS JN/|MJ`J 4 = LF/Tz J 4= J = 16 E 0 Q I J y C , z : = ; 6 4= 6 4 E 0 S J78 D 826 =3 J 4 / Q|z S 6B.J = 6 8 3 /@, 0 y .Mi6'. MRJ78 D 8 0 J = K .e6~8z JG. E / yH{lD z , 3 . J LKMRJ78 y Q 3 0 z J 4 { /@. 6qM6 =3 6 D 6A E 8J = /2,KJy jz 4 Q 354 J k~6 4 ,6B/I/-6 z 4 $ E35C-g
;
>
-
-
-
"!
!
#!
-
-
; ,
>
-
$%'&)(+*-,/.(+&0/1+2*)354'67.98:&-*)(;8)<52=<2>?2(0 @*)AB0C1+2ED2 @/@/.98:(GF
!
z
y
{
z
z
z
y z
y
y
z {
0 JG/2, = { M y3 @/ { , J(y 6B8 4z 3;4 826B/J7. C , .J 4 / z0 6 g Jz /2,$J/|z M 6 0 .9/_J%$ E3 AB6 J 4 / z L6 /@, E , =3 y JG8 354 . 3 , / P z D 8d/2,KJnz AB6'8 3 6 4C J7. z K /2, D { 8 0 . D z E M z = 6B/TJ E .J = /@,$J y 8 0 6 4=354 Q .I/|P J = z E M = 6B/J D J C / 3 4 K ( K D 8a/2,$JdMJ 3 z , /@. K y z C 4 . 3 .9/TJ y 4 / z =3 { J78J 4C J 3;4 /TJG.I/ Q .JN / MNJG8 D 8z 0 { 6 4C JtM16'. .JQJ 4 S JG/|{ MJQJ 4 /@,$J~y /|M 6qM$z M8 6 C ,$JG. 6 y/2, E , = E M y = { 6B/TJGy . .J`J 0 J = / z 3 qA J y S JN/@z / J78 /28@6 354{ 3;4 .JNz/z8J7. E /@. z K y /TJ /@,6B/ z C , E /TJG8 E .JG. 6f. 3 , / P =3 JG8 z J 4 / D 8 0 E 6 D 8 . JG/I/ 3;4 U D 8 0 /2,KJ 4 J E .J = 354 M 8 g M8J7.J 4 /TJ = ,$JG8J L.J`J J C / 3 4 X{KY K( Ky z { y z q 4 $, J z4 JG/6 K J y vqv { LyJ . 0 JG/2, 354 z lA JG8IPf. 3 0 3 6B8z Mi6'. = 4 J K = Miz 6'.y M E / 3;4 6 e D 826 0 JNM 8 g J 8 J7. E / 354 35g z J/@$, J 6z S lA J 3;4 J $ E 6B/ z 3 4 .dy /2,6o/z =3 J78J = { 4 P 3;4 /@,$JmAB6'8 3 Q 6 4C J E M = 6oz /TJ K ,$J 6 E /2, { 8@. C , .J z /2,KJ y .@6 0 J y D 8 0 E 6 D 8{{ .JG/I/ 3;{ 4 6B. 3 z . E { .J = 9 ,$J78J D 818 J z 6B/ 3 qA J P D 6'.9//2826 3543;4 K 6 3;4 J 4 . 3 43 C 6 4 / L. JQJ J C / 3 4 X K Y K ( J E . 354 U =3 JG8 J 4C J S z JN/|M J`J 4 = z 6 4= e Mi6'. D E4= z K yHy ,$Jnj z y JGM/ 4 . 0 JG/@, = l S 6'.J = /J C yH, y 43 $ E J C 0 M6'8J = J+LMRJ78 3 0 J 4 /-6 z P 354 /@, 3 . C ,{ 6qM/TJG8 3M /@, /2y $, JG8 T/ J C , 43 $ E JG. 3 . J7.I. J { 4 / 3 6 y P /2$, J /2K, J .2{ 6 0 JT6'.z /2$, { JT6 9 M$M8 6 C , 3;4 lA J7.9/ 3 6BT/ J = 354 C , E zT/ JG8 J vlvqv 6 4= $, J 4 JN/6 K J vqv K 6 354 J 4 . 3 43 C 6 4 / =3 J78 J 4C J7.+M 3 /@, = 6B8J D E4=wK !
-
,
-
!
-
,
!
,
$>
;
-
!
,
!
-
; ,
>
$>
;
-
% y
2
z
:0 */.1254 2
0
. .(*30 4
E
:0 $ .
z
y
zSz
6 S { K C 0 6'8 7./2,8 z =3z G8 4 / E = 6B/ }. C , { 0 G. D 8 z 6 E .I. 3 6 4 . zJ 6 3 = / Q / 3 0 3 . 3;4 /@, k k q C 8 3 / 78 3 4 4 /2, , /28@6 354354 . ES . G/ D M 3 / C , S 6'8 = /2, O. G/ E 3 . = 7. C 8 3;S = 3;4 z 4=3 K , C 8 3 / G8 3 6 C 0 6'8 = 6'8 y K = = / 4= = 16 E 0 Q C , E = 6B/ y z z z
K j 6B/ Q|= z 4 0 354 6B/ z 8@l E = 6B/ z C / 3 4 z K K z z z y z z ( K j y GMy / 4 . 0 G/@, z = l y GMz / 4 . Q 0 G/@, =}S 6B. = / 3 0 3 .@6B/ 3 4 D 8dj 6B/ Q$= 4 0 3;4 6B/ @8 l E 3 3 6'8IP D E4C / 3 4 C / 3 4 K FK ( yHy 6 z z { z G8 3 0 4 /@.8 89/ = 3;4 z /2, 3 .. C / 3 4 E . /2, .I/-y 6 4= 6'8 z = M 3 , /}z 6 4= { /@826 4 . y 3 / z 3 4 E = 6B/ 7. = 7. C 8 3;S = z 3;4 C / 3 4 X K X J Mdz, z 35C , 3 . { %$ z E3 A'6 4 /{/ /@, z 0 8 4 G826 4 = G. C y 8 35S =t354 z C / 3 4 K ( M 3 /2, /2, }. 0 /2, 354 y C 4 .I/26 4 / . G/d/ K z y 6 S K .@, Md.z /2, z =3 G8 4C 354 / G.I/h. G/8 7. E zl{ /2. S Gz /|M 4 /2z , /2,8 E = z 6B/ D 8 0 E { Q 6 K , G8 z 3 . 4 C 4 . 3 .I/ 4 / =3 78 4C z 354 8 C 43 z / 3 4 78 D 8 0 y 6 4z C { K q 4 z z / 3 0 3 . 354 /2, C 8 3 z / 78 z3 4 /2, n.9/-{ 6 4= 6'8 = = %$ E 6B/ 3 4 .. 0 / S S 7.9/ J 6 /@, E , 4 / 4 GA 789P 3 / 78@6B/ 3 4 D /2826 3543;4 K z z y D , zlyH=y 3z G8 4C S G/|M 4 /2, E = = 6'826 0 N/ 78I. /2, 6o/ 0 = . G/@. 3 .1. E 0>0 6'8 3 . = 6'. D Md. z z z y z y z z , y GM/ 4 .z Q 0 G/@, = E z = z 6B/ D 8 0 E 6 z 4 P =3 7z 8@. D 8 0 = y D 8 z /2, TyHy AB6'8 3 Q 6 4C 7. K D / G8 4 3 / G82y6B/ { 3 4 y Dy /2, { y GM/ 4 . Q 0 G/@, z = E = 6o/ z J 6 0 .I/O6 E Q = 6o/ = AB6'8 3 6 4C G.O6B8 }. 3 , / P 6'8 G8M 3 /2,T/2, y GM/ 4 . Q 0 G/@, = E = 6B/ }/2,6 4
-
,
A
,
,
!
,
!
!
,
-
-
-
J U z
6B/ Q|= z 4 0 y GM/ 4 . Q 0 = y J U z
6B/ Q|= z 4 0 y GM/ 4 . Q 0 = y J U z
6B/ Q|= z 4 0 y GM/ 4 . Q 0 y 6 S K Y, /@826 3;4 vlv . ES
z
-
z
354 6o/ z 8 J U N/2, = J U
X
Kv
X
Kv
Kv
X K X K
k Q v Kv Y X X Q v 354 6o/ z 8 J U Q v K v Y X X Q v Ny /2, = J U Q v K v Y X X Q v / G8 4 6o/ 3 A { 6 E .@. 3 6 4 E = 6B/ Y , /28@6 3543;4 J 6 E .@. o.I/-6o/
!
(
/
( KRH X
( KR
X X
Kv X
( KR
X
G. Kv (
/
( KRH
( KRH X
X X KX X X KX X X KX
X
X
z
X K
X
-
354 6o/ z 8 J U N/2, = J U
z
826 3;4354 3 / G826B/ 3 4 z y = 4 GAB6 H
v = y-
{
(
X X
K(
X X
K
K
X X
Kv ( (
Kv ( ( Y z 4 M 3 / C , S '6 8 =
,
{
{
z
z
z
y
M 3 /2, { /@, = E = 6o/ J /2, e6(A 78@6 =3 78 4C S 354 6'8 E4= v D /@, n/ /-6 C ,6 4 K z z z y z z y z z , $ 6B/ Q$= 4 0 3;4 6B/ 8 D 8 0 E 6 =3 z 78I. D 8 0 /2, z = D 8 0 z E 6 D 8 S z /2, 0 (z 6 4 . y 6 4= AB{ 6'8 3 6 4C 7z. K k (6 4 . =3 G8 3;4fS /@, =3 8 C / 3 4 z. S P 6 S E z / v z D y/2, / { /-6 C ,6 4 =E / /2, E { = 6B/ }6 y y 4= AB6'8 3 { 6 4y C 7. { S PT6 S E / Y D z /@, / /26 C ,6 z 4 J M 3 /2,#z /2, A'6B8 3 6 4C G. 4 7826 P S 354 6'8 78z/2,6 4 = 6'. D 8>/2, y GM/ 4 . Q 0 G/@, =TE = 6B/ K -
2
z
-
y
%
-
:0 */.1254 2
* $ 0 4 $ ,0 4 .(* $(*3254
:6
z
z
:0 $ .
{
z
z
{
D 8 S z /2, M 3 , /@. 6 S K ( C z 0 6'8 G.&/2, >j 4 GMdl z E = 6B/ D z C / 3 y 4 z K ( E . 35{ 4 z 6 4= /@826 4 z . 3 / 3 4 y . J M 3 /2, /2, z E . D /2, = D 8 0 E 6 h/ M z 3 , /2y .z 8H/2826 4 y . 3 / 3 4 . K { , 78 /2, yHy = z D 8 0 E 6 = $ E z 6o/ 3 4 K ( K z 6'8 E . = J 3 .. N// { /@, z M G.I/AB6 z E +Md, 3;C y , 3 y A G. D 6'8@6 y 0 G/ G8 )M z 3 , /2. 8&/@82z 6 4 . 3 / 3 4 . y 0 E z / 3 3 = 6 Q . 3 / 3 A E = y 6B/ G.z D 8H/2,6B/+/|z P S P w /@, 3yH.y AB6 E D 3 ..@, M 4354 6 S K ( K 8/@826 4 . 3 / 3 4 ./@, AB6 E D 3 . 0 EC ,t. 0 6 78 K z z z y z z . C yHz 6 4eS h. 4 D 8 0 /@, 1k~k q C 8 3 / z G8 3 4 8 { 8I/ = 3;4 6 S K (J /@, = 3/ 0 3 .26B/ 3 4 3 .m z . M G8m/@,6 4 z /@, 4 GM E { = 6B/ D 8/@, >M 3 z , /2. 6 4= Dz 6'.9/ Gz 8m/@,6 4 /@, 4 Gz M E = 6B/ D z 8/2, { n/28@6 4 . 3 / 3 4 . K z . 354 /2, { D 6B.I/ G8 = z / 3 0 3 .@6B/ yH3z 4 D 8/2, }z /28@6 4 . 3 / 3 4 z .d. { 0 . = D 8d/2, mM 3 , /2. J /@, E . z z D /2, L. M G8 = / z = z 826 = / 3 0 3 .26B/ 3 4 3 A z G. 4z C 4 . 3 .9/ z 4 / z =3 78 zl4{ C K z , E . J /2, y G8 3 . 4 C 4 . 3 .9/ 4 / =3 78 4C 354 3 /2, G8 C 8 3 / Gz8 3 4 z / 3 0 3 .@6B/ 3 4 8}8 C 43 / 3 4 8 G. E /2. S Nz /|M 4 /@, = 6 4=4 GM E z = 6B/ { $ E 6B/ 3 y y 4 . K # M GA 78 J . 3;4C d/2, 4 NM E = 6B/ $ E 6B/ 3 4 .a. 3;4C /2, E = 6B/ J 3 D 3 / C 4 A G8 G. J M 3 6o/
-
A
?!
A
A
-
!
,
A
-
!
-
-
!
-
X
{ = 6B/ /|P
3 ,/
y NM
-
y NM
=
-
y NM
y NM y NM
=
-
y NM y NM =
y NM
=
Kv X
Kv X X
-
y NM
-
= y NM y z 6 S K( 0 , Y /@826 3;4 vlv . ES Y ,
z
{
( KH K(
X X
K(
X X
KY
K
X X
/
,
>
;
>
;
y
X X
X
-
!
X
z
-
=
( K
X
X X X X X X
-
X
k k q C 8 3 / 78 3 4 4 D 8@6 0 7. Q v Kv Y Q v Kv X ( X Q v Kv X v Y x Q v Kv ( Q v Kv Y Q v Kv X x Q v Kv X Q v Kv ( x
Q v Kv Y Q v K v X Y Y zQ z v K v ( H { z Q v K v ( Y ( X = z 0 { /2, 35z4 C 4 .9/-6 4 z / D 81M 3 , /2. 81/@826 4 . 3 / 3 4 . { v K ( v K v K
v Kv x M 3 , / v Kv x v Kv X v Kv
v Kv
/@826 4 . z { z = 6'8 3 . 4 { S N/|M 4 4 GM 6 4= M 3 , / o/28@6 4 . 3 / 3 4 E = 6B/ 7.
J J 5 3 4 ; 3 4
E E 3 /28@6 6 .@. o.I/-6o/ 6 .I. 6 4TE = 6B/ = J U
y NM y NM
X K
-
Kv X
X K
=
z
826 3543;4 3 / 7826o/ 3 4 ( z
y = 4 GAB6 H x . ES X KY X ( KZx X ( KRH X RK X X K X X Kv X K X X Kz ( y X X KY = 4 NAB6 H X X KZx X X KX Y KX
X
X K
X
{
v
y NM y NM
=
28 6 4 .
z
-
/
z
/
z
z
-
z
zly
z
z
76'.I/ C y 4 A 78 / /@, C y 8@8 C / 3;4 / /@, 3 . = G. 4 /, = /28 E D /@, = %$ E 6B/ 3 4 . M 3 /@,ty 6 / 78 =T=3 78 4 / 3 6z . K z { zz { z 6 S G. K X 6 4z= K Y .@{ , M /@, C / D z AB6'8IP 3;4 /@, . y 0 /@z , 354 C 4 .I/26 4 / 3;4 /2, 4 Nz M E = 6B/ D 8 M 3 , /@. 6 4= /@826 4 . 3 / 3 4 . 8 7. z C / 3 A P y / /@, 3 . y y 3 . =3 78 4 / Dz 8 0 9 /@, z Md, 3;C y , 6 76'8@. 3;4 /2, = %$ E 6B/ 3 4 .{6 4= Md, 35z C , 3 . C 6 { C7E 6B/ =vS 6'.y y = 4 y 6 z = Dy 8 0 E 6z K 0 (6 4 ./2, 6'826 0 G/ 7z 8I.6'8 4 / C ,6 4 = K . 0 6 78 AB6 E zD 7y 6 = .O/ 6 D 6'.9/ 78 354C 8 (6B. 3;4 z /2, C 8 3 / G8 3 z 4 J z 6 4= /2, 3 { . 3 .O8 $ C / = 3;4 z/2, D 8 S z /2,{M 3 , /@.izl6 { 4= /@82z 6 4 . 3 / 3 y 4 . C 8 3 / 78 3 z 4 AB6 E y z 7. K z , .I/-6 z 4= 6'8 = y E = y 6B/ D S C 3 E 3 z. 0 .i/ y { . y / /2, / 0 6 z AB6 dM /2{ , 8 9 7. C // z = K C z 43 / 3 4 8 7. E /@. 4 /2, { 6B8 G8 NAB6 H / 7.I/. Nz /O.I, yHMz 6 y 4t354 . 3 43 C z 6 4 / 3 0 8 A 0 z 4 / D v K 3 D 3 /2, G8
8i/@, O/28@6 4 . 3 / z 3 4 . D 6'{ .I/ 78 y vKwuY K /2, OM 3 z , /@.d6'8 E = 6o/ = 0 z 8 . M Pz { , 3 . 3 . C 4 . 3 .I/ 4 /HM 3 /@,n/2, S . 789A'6o/ 3 { 4 /2,6B/&/@, = E{ = 6B/ z D 8My z 3 y , /@. 6 S K ( 6(z A m6 S N/@/ z 78 = 9 S C 6 E . mz /@, z M 3 z\, /@z .dM 78 C ,6 4 = 0 8 . M z P K { y / /2,za 6B/ y 4 /2, z 8I.I/ 3 / 78@6B/ 3 4 81z /|M D E = 6B/ { m6 D 6B.I/ G8dy . z z= D y M 3 , / E = z 6B/ . 0 .n/ (6 = / S N/@/ 78 = K # { M GA G8e/2, 7. y 6 3;4 .mzq6'{8 z.I/ 4 6B/ Gy 8 3 / 7826o/ 3 4 . K q / z 0 6(y P S mz /2, y C 6B. e/@,6B/ z D 6'.I/z M 3 , / E { = 6B/ G., 8 C { 43 / 3 4t=3 8 C / P J y SE / C 6 E .y 8 z S { 0 . 4 6B/ 78 3 / 78@6B/ 3 4 . D /@826 3;4354 S C 6 E . = 6B/-6 G/2. =3 .I/@8 35SE / = 7.I. GA 4 P 6 0 4 /@, 6 E .@. 3 6 4 . K
A
A
!
A
!
-
A
!
A
!
A
-
-
A
A
y z { 6 E D 3 , /@. 826 v KY
3
z
z
D 8 K;K z K 4 . 3/ 3 4 .
A
KY v
Kv
X
Kv
X
X X
q / G826B/ 3 4 v
Kv
K
X X
Kv X
YK
( X
y
4 GAB6 H x . ES X ( RK H X ( X ( Kux X ( X ( RK H X ( zX X K Y y X X 4 NA'6 H
KY uK x
X X
X K
=
X X
z
=
KZx X
( KRH
KH X
( Kux
KH
Kv
X X
K(
X X
K
K(
X X
X K
( KR X
X K
( KR X
X K
Y
K(
X X
z
k k q C 8 3 / G8 3 4 4 D 8@6 0 G. Q v K v
Q v K v
/
X
A
!
%
z
2 *34:* 4
{
.
6
z
-
$ . $ . $ $(* 4
6
z
/
yHz
{
$ Q|= 4 z 354 S 3543;4
E {= 3 3 zE = z y
06 4= 6 z D 6'.I6 /j/28@6 6oz 4 / . 3 / 3 4 0 E = 6B6o/z / 8Il U vKwZY z 6(6BA / d6 M 4 y /@, = 6}. M D X M X K , / 4 /2, 6B/ GAB6 z H / G.I/y . N/ { 4 /2, y D E 8I/2, 3 / 78@6B/ 3 4 J 6 4= X ( z K 4 y NAB6 H x . z ES K , 3 . 3 . v K S N/@/ 78 4 /2, 6'8 78 GAB6 H / G.I/. N/6 z 4= /2, { .26 0 4 GAB6 H x . Ez S J C 0 6'8 = M z 3 /2, /@{ , 9 .I/26 4= 6'8 = z = E = 6B/ { M 3 /@, z D 8nM 3 , /@. z 6 4= /2826 4 . 3 / z 3 4 . K , 3 . 3 . 4 /e. 3 43 C 6 4 / J . /2, 7. C ,6 4 7.m,6(A 4 z / { S y4E . = z D 8 D y E 8I/@z , 78z M 8 g ~/2, {.9/-6 4= 6'8 = E = 6B/ G.n,6A zS 4 8 N/-z 6 3;4 = J Mz 3 /2, 8 3 354 { 6 = D 8 0 E 6B/ 3 z 4 D 8/2, 6 E .@. 3 6 4 y . J 6 4= z /2, E = 6B/ z D C / 3 z 4 X K X D 8O/@, M 3 , /@.}6 4= /28@6 4 . 3 / 3 4 .Md, 35C , 3 . $ E3 AB6 4 // /@, E = 6B/ D C / 3 4 K ( M 3 /@, K
!
-
,
#,
A
A
%
!
-
A
A
!
# %
{
z
z
9
z
z
y
z
, 3 . z C ,6 / G8 354 z A G.I/ 3 6B/ z = A'6B8 z 3 E . 0 =3 C 6o/ 3 4 . D z6 4= y 6 / 78 4 6B/ 3 A G./ /2, z.9/-6 4FQ = 6'y 8 = z { / 3 0 z3 .26B/ 3 z 4 6 8 6 C , z D 9 8ak k z q /@,y 6B/aMiz 6'. 8 NA 3 E y . { P = G. C 8 35S z =>354 ,6 / 78 X K = z /2, E ,t{ . 0 z D /@, y 7. 0 z =3 C 6o/ 3 4 . = z / 6{ A G9 8IPt. 3 , / 3 0 8 A 0 4 / 354 4z / 7.Iy / 354 z J /2, / /26 3 0 8 A 0 4 /OM16'. 4 z /. 3 43 C 6 4 / z J 6 4= /@, .9/-6 4= 6'8 =fE z = 6B/ D 8 0 zE 6 D ,6 / {^78 z X ,6(A z S 9 4E .z = D z 8 D E 8I/@, 78mzM 8 gK y = 78 3 0 4 /2. S P /2, G8 6 E /@, 8I. J = G. C 8 35S3;4 /2, 78 0 =3 C 6B/ 3 4 .i/ /2, = D 8 0 E 6 J M 78 m8 NA 3 GM = /@, GP
-
y
{ 6 E 3 , /@.
z
D
z
A
z
D 8 K;K z K 28 6 4 . 3 / 3 4 . v KY
X X X X
KY v
q / G826B/ 3 4
v
Kv
X X
Kv
KY
X X KX X X KX
Kv
X K
y
4 GAB6 H x . ES X ( K X ( X ( Kux X ( X ( RK X X zX ( RK y X ( 4 NA'6 H
=
X K X K
z
A
z
z
{
Kv
X
( Kux
KH
/
KH
( KR X X X
K
X X
K(
K(
{
9
X X KX H X
z
z
-
(
D 8 /2826 4 . 3 / 3 4 . JU
( KR X
y z
( KR
D 8@6 0 G. Q v Kv ( Y Q v Kv ( Q v Kv ( Q v Kv ( E = 6B/ = 6B/ =
/
!
X
X X
KH
X K
X
k k q C 8 3 / G8 3 4 4 Q v K v
Q v K v
(
KY
X X
Kv
=
z
z
{
y
6 . .@, M = 2/ ,z 6B/ 4 z . 3 43 C 6 4 / = { 6 354 . C 6 4tS S /-6 3;4 = S P E . 354 6 / 78 4 6B/ 3 A E = 6B/ $ E 6B/ z 3 4 . D /2, { g 354=t3;4 y A 7.9/ 3 6B/ = z, 78 K y z z y D D , G C 3 = 3 5 3 4 4 E 3 3 E 4 C 3 4 3 5 3 4 = 4 5 3 4 E 3 z G8 . GA y . 6 y 6 z 6'8IP / M /2,{6 y 76'8 z 0 6B/ 8&6 3 6'89P D E4C / 3 4 Mi6'. E . D E 6'. 3 / = / 9 6 4E zz = 6B/ >{ A Gz 8IP. 3 0 3 6'8/ /2, = E y y = 6B/ >M 3 /@, { /2, 1.I/26B/ Q . CG3 C . z 0 /@, 35z 4 C y 4 .I/2z 6 4 /2.+. N/ { 354 7.@. 4 / 3 6 P}/2, 1.@6 0 9 U J S
-
% "
#
, k 3;z4z 3 0 E 0 3 .h6nz . 0 /@, = =z 8@8 8 k = J { D /@, /@826 4 . z C 8 3 3 A 4 /2, 0 =
z
!
z
-
) ( +*-,/0 . '2143 ) r
z
y
8 GA y 3 E . P 354 /28 z=EC =z3;4 ,6 / 7z8 (J {8 = 8 z 6o/ =>C 8 3 / G8 3 z 4 J k 35z 43 0 E 0 D C 3 3 C 4 3 4 /2, { 8 / G8 6 . .I/ z 6 y 6(A 782z 6 J M 3 , / =vS P/@, 8 S 6 S3 3 /|P D
z
, z 4 = 8I8 8 Lk z = C 8 3 / G8 3 4 J , 4 /28@z6 z 4 . C 8 3 / 3 z 4 6 CGC7E 8@6 C P K 3 .z 6{. 0 /2, = M z 8 = 6 CGC7E 8@6 C P K y / 3 4 6 C7CGE 826 CG3 G. D . 4 / 4C G.
$%&
z
!
)
z
xK !#"%$ '& * * ) 9 y z z z y Mdz , G8 , 0 . '2z 143 3 . = 4 = 6B. /2, +. C 6 = .I/ G8 3 8 . 4 / 4C 8 S 6 S3 3 /|P A6@ 5% E85 7+E879;: 9 G=: B <;G> < E > G?E4
?
!
!
!
!
6(M , 4 7C CGE 28 6 C P ' :
!
!
, y GA 6 8@6 P y z z yHy D = = 5 3 C | Q S = 3 4 3 4 ; 3 C 3 , 6B/@/ 6B. 0 y 0 z /26B/ y k 'k z z Md, , M S = G. C 8 35S =T354 /2, 3 . C ,6 / { 78 3 .nz A 78IP. 3 0 3 6'8{ / yH{l/2z , 3 0 0 4 /26B/ 3 4 D k k q { = G. C 8 35S =V354 ,6 / 78 Y K ,6 4 7.H y / /2, hz /2826 3543;4 6 8 3 /2{ , 0 6'8 h8 %$ E3 8 = y 6o/&/2, 1 z .I/26 z 6B/z Md, 35C ,{.9/-{ 6B/ 3 .I/ z35C .H6'8 6 CGC7E 0 E 6B/ = D 8 0 z /@, /28@6 3543;4 = 6B/26 K . 3 0 3 6'86 0 E4 / D C 0 E / 354 8 7. E 8 C 7. 6'8 m8 %$ E3 8 = 6'. z D {8dk~k q r K zlyHy z z y z z , 3 . C ,z]6 z / 78 3 . 8 6 43 . = 6'. z D K C 3 z 4 x K
; 3 4 4 3 z z z Md. / 6 .+6 6 8 0 6B/ 0 G/@, = E . = / y / 3 0 3 . z /2, k = S<; z C / 3 A D E4C / 3 4 C / 3 4 z x K ( =3 . zCGE z .@. 7. { 6 0 z 8 Q 6 C / 3 0 0 4 y /26B/ 3 y4 J 6 4z = C / 3 4x { K X =3 . C7E .I. 7.}/2, E . D q Q . 0 /2, 354 D 8}k = K = G8 3 0 4 /26 8 G. E /2. D 8dk = 6'8 3 A 4t354 ,6 / 78 K
/
,
,
,
^G ]ZI_ H DJ ZAH J ILJK MDH V\ON N `Q_ P SRUT DN ba WV 8N `V ZJ
.(
0/1;2
*:0/1
. 0
8-@ 2 @ 78
1 5*8:, 6
*),
* 70 ;@
7F
1+2(
,C2=8)< 4 0C. >?2
, +(
*)(
2,
. 0/2=,C8:0/.*)(?*)A
2(0/. +>
%/% %
x
dc6POPfe YhXZV g [J
0/, 8:.(+.(+& 8 0
+,C* 2=@C@ *-,C@
A *-,
+. 8:<50/, 8:.(+.(+&E@/2 0
"D
)F
DN\V
8E0
*-(
e = E D "! $# % '& ( (*)+( ,- &. k k q /10 ; 32 +( # & 4, 2 ( ,65 , ! (%7( , *%8 # 9& 2 :) :; ) 2 (%) ,4 <4( 2 =8 ( 2 /4 k = ; q , >k =>/ ; 2 ( # & 4, 2 +( ,?5 ! ( 2 (*)@7:( # , :)& %* ! )A( , , 4 , 9& B5) ) * , . . , 4 8 x ;
!#"%$ D& ) ( 0 L3 1S B' 0 L3 ) ! 1 D . , ED .2 2 2 DCM C r ) H&F 2 , ) ,G! 4 : , : 232 ,42 8 ', CM ! ( %2 8 4 5 ( , ( /G8 , 2 ) , , 2 ( g , 0 ( "( L ,K 3 2 )I)+ ( ), (=+( # q J ( 4g ( # (% & 2 4 ( ) :4 K = 7 , , +, ( ( B:8:)L5 ( k , k @; (*) g , )M, (%L ( " 2 5 H N H 5 y :( # , , %$ ( 5 )@(H H (*7( ! :)@( (%) N ; 4( k 7 ; ) :* ( ,O ) (*)L P ) , ( , 4(* Q! g 0 ) , ) 9 ( (R S8 & , 2 ( ,?5 / :) , T) 4U # :), 2 ) ; ( 2 & 2 :( , ( , 7 bE (*) 2 : ) & , 2 )MV XWYWYWZ 5 2 ! (% 7( # , )I+ M , , B+( ) ; 2 :, 2,]V / 5 ( 4g ( H &[ / ) 2 * +T& I / 7( ,4, ( , 7 , &\ 2 2 ^2 2 (*) <2 V ; _! g 0 ) , ) ( (* I8 & 4, 2 ( ,< ) N g ik =`:/ ; 32 +( # & 4, 2 +( ,Q" 2 + /4 (*) c 9 & A#" $ '' E 0 0fe G * ) x ;( #"%$ '&aCM&4b ( & * 7 V '' 7 V r d r (%)_& 4, 2 +( , #"%$ '&aCM& b (%)_ ! g 0 ) , ) ( (R S8 & 4, 2 +( , & : !#"%$ '& , & : & b 5 & ,& *%, ! ( , 7 g ) H , ) ,4%8 5 2 , , 7 ( , ,4!=8 #"%$ D& /4) & , (%) 2 , 7 2 I8 ) # (* ) 2 ( g ( 1 ) 0 3 1 , B ,# (* )g( ) h # , ! (%, & % *2 ( ( *4 ) V ; ( , +( !#"%$ ' & ! ( 2 (%) 5 ( , ( % g # : ) / & 7 g V 0 ! , ( # S8 )+ 4, ( , : +(R !^; ; &! , !& & b ! ( & 0 0 e ! ) ) ( (R & 2 +( & !#"%$ '& & & b ; i# % kj+l1\ ^ m no 1 E G (*)Q9) 2 # * i2 2 q& 2 2 V 5 , 2 ,'/ d G E (= )q (%jG( # p , 7r+( # ; ! 2 :) ) 2 ,B/ ) 5 g ( , 7 , % 7 8 ! (% k k 2 ) c9 ' a & M C 4 & b #"%$ ) ( r c d9 r Es C jGjfp l1\ ^ m1 n$E o d G 1 E 0E 0 0 0fe Ge G %% 7 V x ;X \ ^ m1 n$E o d G 1 u 1 s C f j 1 l C 7 V t t d r r jGp ! 9 )Sv 2 ) ( , 4)v ,G4 X" ( , k k q , ) 32 , , ,4,G4( , h ; 3 5 )L, & k , k q5 ! ) +,4) &v , 2 2 4 O)I++(%)I( 2 )M )I : & & ( ;
'
-
#
+
%
%
!
!
!
$>
;
=
!
# %
!
!
-
8
!
3
%
C
C
!
?
#)
!
!
!
C
C
C
!
!
!
!
!
!
!
C
?
?
!
?
!
!
!
?
!
!
!
!
?
!
W
H
8Q/ /r8 , , ,4=8 ( ( ))I(R , 2 ; :) q 0 ) " ! 1 ) ( +, ) 7 !& )I(%fh+(*k )S+( 2 = ) 5 P ( -2 ) &v))I) fh +(*)S+( 2 )) 5 # ( 7 j " Nl )Sf(*)I( 2 ) 5 )I : ; fj 7l )Ifh+(*)S+( 2 )L )Sf , 9)Ifh+(*)S+( 2 )L) ) &/ g k ( 4 ( g ( H )S+( ( ,?5 , /I+:( , '& , , ( 2 ,G4& ! :0 h 2 +( 2 !9 ( , k k 7 q (=; ( h+( 2 & 2 32 P) 2 , ( (R S8 & 4, 2 +( , F! (= ) "H ( , 7 4 8 (*) ) c9 x ;Y !#"%$ '&aCM& b ( r d r jGjfp l1\ ^ m1 n$E o d G 1 E 0 0 e G ! Z$ '&aCM& b C E C V (% & g ! Z1$ '&aCM& b C E C V (%) 4, )I H J/ 5 ,4 / ( (R S 8 & 4, 2 +( : , & , 2 ( ( : , V & g 0 2 VL, & ( I2 8 E 4, :) ! , = ) i& , x k ( 5 , )S+( ( ; (%) )I)( , (%) ! I8 ) 4, ) :, ( :(* & 2 += ( / & ; $ 4( , ; , P(*)g & 0 g ! ) ) ( (* & 2 +( & mk 32 ( # & 2 +( ; q , )I : ( , 7T)Ifh+(*)S+( 2 )A& ( , 7T }k = / ; 2 +( # & 4, 2 +( ,?5 , ( + , A & 0 ( , (%+( , (%) !
!
!
d#"%$ & & *A7 #" $ V C
?
!
!
?
C
!
C
!
?
!
?
!
!
x
;
!* ( 2 (%5)J 4( :,, (R N & 5 / ; /r2 8 +( # r & 4, 2 +( :, ,!^; ; P/ I8 2 * 7 , ( g ( H 7 V & 2 V ) 2 ! ( 2 (*)L (% ) 2 ( 2 & 2 , )(%)I , 2 8 ! #"(% $ k k q , P )( (%&. 8 ^2 2 4 +( ,J & d#"%$ ; 2 4 5 )Ifh+(*)S+(9 2 ) , " @ ( (*) :/ ; 32 +( # , 2 (*) # * d 2 * ( ) & 4, 2 +( , q 5 2 , ,G:4)I( =8K/ ":2 2 , 4 h ,4; q , , " 4( 2 h+( :,K & = $ h4+( :4, ) Y ; Y ; , & k k *% , , q ,G4 ( h :)Sf (*)I( 2 ) 232 2 2 4( 7 & ! ( 7 $ +( )& c * Es C #"%$
x ;x d d d c r * Es C #"%$ 3 L3 x ; d d d c r * Es C #"%$ 3 YC L3 x ;H d d d r
!
!
!
!
!
!
!
!
!
!
!
!
!
!
!
!
, ]:)A& %* ! )A& ,4: ( , : c *
x; s d us C t d#"%$ d c r * us C t #"%$ 3 3 x; d d d c r * us C t #"%$ 3 C L3 x;
d d d r ! I / / d , d )If , [ ,, , <,( ) , & 2 V 5 , / , d %*2 2 h+(: , ( (=+( )& )I)(* ) 2 4(=+( 2 ( 7qV ; (%) & ! )& = $ +( , x ; X 5 ( , ! ( 2 2 ) ! (% )I(%( # #" $ 2 , )I(* :) ,G4 : 2 ) 5 ,H> 2 ) ! (= , 7rh+ ( # d#" $ q / 2 ; , )(% d 4 , :)P: , ,4:,i / ( , : 2 ) ; )+ , I& 8 ) 4, ) , ! hg k k 32 ( # , & , 2= +( 2 , X x +(5 (%) ! (% 4, ( (R , & 2 ( D& CM& b = 9 &N , & x X 7( # ( $ +( ; ( )Q &q :/ 2 ; ( #"4%$, '&aCM& , b & $ ,+( ; I8! ( 2 , (*) , : ) ) & :) : k k 32 +( # & 2 +( ; ( (R & 2 ( '&aCM& b (%)" )+ & k = :) k k q , = h %$ ( , ) ( ( , ) T! 8 ; ,4=8 ( , 2 K! (= k = (%)i J )Ifh+(*)S+( 2 ) 2 2 4 2 2 4( , 7 = $ +( , ) x ; x x ; , = $ h+( :, ) Y ; Y ; ; s
H
!
!
!
!
0
!
!
"!$#% '(
30 $(* 4
*)
!
22
!
!
-
!
!
!
!
!
!
!
&
!
!
!
!
!
6
0"% , 2 "+* 0 $
2
4 ,+ = , I8 4 S0 , (R2 2 d#"%$ & )I++ +(%)I= ( 2 )2 & (% ( , !^;(= M; (%;) 32 *) )7 (.- ( 2 H 2 & 2 ) 2 2 ; K@ ) ( ( , (%) ! ( * ( , # # ( ( 2 (% %8 2 2 4 ( , 7T & , 2 ( , ! , 2 2 4 2 8 D & 2 ) , , 2 ( , ( 2 :; & 4, 2 +( , ! :, 232 2 8 ' & ) , , 2 (* *=8 0/ )L ,G4Q/ & 2 I 2 :, ) ( ,G )g ,G4Q/ . &[( , ) ( , ) 54/4 N , ( +( ,J 8J/ ) P # (%P , B& : T& * (*7 ,4 , ; 2 & I &\ & 4, 2 +( , ( ; ; 5 ,G44 / L & 2 , 32 , ) % ( ,G )M,( , ) +( , , ) 5 2 1/ ( , # , %8B/ 9 , )I) 2 2 V # 2 2 V (%)g ]) :)g%*Q ) & )gV ( ! & !) 2 (%& 2 I 32 , 657 5 3 , 2 2 V 4 s (%&g) 4/ )S+(= ( , W :91; <; t (=&( , ) +( , 8 (, , 2 8 2 : f( , , 5 & , / # : ))( , , 1/ * %8 ( )X (%, 7 ,4 5 , , & I & , 2 , )I(*)\) 1/ 2 ) @ (%)a(*) 2 f( )( # ( (
!
!
!
G!
!
,
!
!
b
a
Reference
a
b
Proportion e
1.0
0.8
−1 + (correct:2*e, incorrect:e)
1.0
0.6
A(q) =max of above 1.0
0.6
Hypothesis
c b
d
0.2
0.15
0.85
−0.6 −0.85 −0.15 −0.6
−0.15
Approximated A(s) from above = 0.85 Exact value of raw accuracy A(s): 2 corr − 1 ins = 1
(%7 4 91;
2 4 ( , 7 I ( . ! :, N232 2 8 (*) , ) ) & * % ! ) ; ( I# , , 8 )(%) , , V 5 , I (*)\ & 4,J, T( , , & , 2 ) 2 ( ! I ( 2 # 4)g( +5 ( ! (% V (%&a ( &a 7: & ! ( 2 (%) # B(*)" V C , M2 2 V tt V VC C (%&g(=& 4<( , , / , )+ ) , W :91; (%)v(%) "2 ( , g 2 : / 2 ) (=X(*)v =8* 2 & 4, 2 ( ," &? 8 )(%) , & /4 , 2 , ) ; :, @, , = (*) 2 , ) , ) :)_ Q -, , M 2 2 / V ) , 7 , :, ) ))( , , ; I )I)( , )Q( : / / ( ::91,K; ) %8:5 , : ) %! , ( ) +( 2 2 ) )I(% +( ) 32 ( # K ) +( 8 I /4 , , Q])I( ,, 7 & , 2 , , , (*7 / , ) " , ,q , 2 , /r8 I+ ( 2 )I(*)_, 2 ) 4 ( , 7 2 : ; , h (%)_ ( (*7 ,4 , ) + +&( 2 3& 2 _) , 2 , 2 ; (*) 2 ) )I)( & , ( , = / +( , :9H; ,/ ) ! ,P, $# 2 B (% # * & = / +( , :91; <; 2 I # (% T & , 2 , ) 2 ( :)XL)( , 7 +( (%7 ,4 , 5 ( ; (*7 ,4 ( , 7N &F 2 &\ / ( , 7" , ).( , & , 2 h+( 2 ; & , 2 ( 2 8 # 4 +( ). , ,G4, 2 (R( , ) & ! ) ; (%)@ I ( h+( :, (%) :) 8 ( , M( , h+( 2 <2 , < , O) )L 7( # 7 , H , ) 4 , ) ; , h 4,4 ) )@( , 4 ( 2 4 , ! (*) , * 4 ( 8:, 5 ) ) T2 , 0 ( , , )& *E5 ) , ) & 2 2 +/ ( 7 , 4, 2 2 2 , :) %%8 ^)/ / )I N2 ( 7@ 2 2 3 2 +( :)A, :) ; ! ; ); ( 2 (%) :) & ( f (%7 4 91; 7( # )g , & 2 2 4 +( , 7Q ( . ! , M232 4 2 8 & : T) ( , 7 8 )(%)M *, & , , 2 , ) 2 = 8L( 1 ; ^2 2 4 , # * , Es ; , (*) 2 0 5 Q 2 # (*)\) (*7 )) ; (= .)( 7 & 2 ) 2 (
&!
0
'
0
54 !
!
# 0
0
!
!
"!
/.
!
-
6
6
/.
#
32
0
/.
!
#
1
,
+#
!
!
+#
!
*) *)
0
$#
"!
%#
!
(
G!
0
7
&!
!
698
/
b
Correct
a
Hypothesis lattice (A(q) shown)
a 1.0
f c
b b 0.6
b 0.6
d −0.15
c −0.2 a 1.0
d −0.15
b 1.0 b −0.15
a −0.15
b −0.177 d −0.177
c −0.022
dF / d(phone lgprob)
a 0.15
d 0.177
b 0.177 Worse than average path
Better than average path
(%7 4 91; 2 4 ( , 7 I ( . ! :, "!N232 2 8 ( , ( 2 L2 ,
I ( ,4+( , , ! ( * , / ! 8 4) ,/ , )I) , ,q: 1/ ,4 , /r8" "# * /4; , , 0 & ( , 2 :(%7, )g :2, 7 8 )(%i) ( , ) ; 2 g& (%7 , 2 , 4_(*)S(% )_( ) ( 7@2 , ! 8 ,) / 7( # , 4 `:8 , T ,P/ T &. ,]) /r8 ( , 7, 8 , )I (*) , ) ! (% 8 0 2 : )I( , 7T , 232 ,P2 / (*) 2 , ) ! , , 2 )(% ( 7T L# P ( 8 ) ! ) :., & 42 @2 , %* ) B P, ) ! ( 7T, ( *2 6/ 2 :) ^! ( 2 %8 4, )I(*) 0 (% ) ]7 ; 2 & 2 ) ! ( ( ( 2 (= 2 K:) +( , ,]) ; : ,G8 2 ^ (*7 ,4 , 4& & 8 , 2 %* 8 )I (*) ! ( * I7 ( # , 232 4 4 2 8K8 )I) 8 1/ ,B 232 2 (%& 4 ! )A8 h. ( B 2 2 2 (%) ! ) )I) 1/ 2 2 2 ; (%7 4 91; ) ! )v ) I 2 ))g( , I+( 2 N2 , ; L2 32 g , ) 2 ( 1+( :, 8 2 , f:( , , h )v(=&a I, ,G4, 2 (R( , )g ( , 4( 2 +( :, I8 4 & 8 , 2 8 , 8 / , 2 :) ,", & ,r8 , ( (*) 4, :, , 2 2 , 2 ; , )(%) 32 7 (=+ ( , ( 2 (*4 (*) ) ! ! (% & 2 +( M2 2 V ( 4( 2 & 2 2:; / I ( 2 ( , (*7 4 91; ) ! ) 4( , +(* &@ + = :/ ; 32 +( # & 4 , 2 +( , !^ ; ; , ; * 7 ( - ( 1 4) .& 4H( , , , 2 ) : )I) 4 ( , 7 , )J( I+( 52 # 1/ .( / - ( , ) ; , ) i) ! ! (%) 4( (R (* ) 2 2 ! ( 2 , (*).E 5 ) 2 ( K( 2 +( 9H; ; ; L(% - ) 2 & $! " +( ) : & (%)N 4(, (R ) , 2 , :). &F 2 N M(%NI (*) )I(%( # & , ) N* 4 ^2 I 2 :. * # : 7 , 7r +( # 4 & )) 2 , , 2 ) P h (% ! ( ) & 2 ) 2 )I)( 7i +( 2 +( ( )Sf ; ) 4 (*) 5 I ( :, 232 4 2 8 , M232 V (*)A& 4, B& 2 8 )I(*)] 2 V :)P& %* ! ) & 2 2 ( , & , 2 , ) 2 ( 1 ! ( 2
&!
0
0
0
4
1
!
&!
!
,
0
#
!
!
!
!
#
!
# 4) ( , +( r/ 8 , :7 = / +( , :91;
[, ! (% V 5 ( & ) 4 & 2 2
!
/.
+#
#
V C / *,G 4/ a &H& )?V , , # I 5 ( # (*, , ; ) I# ) V C * ) q:, ( )I)( ( ( # & N232 V ;
!
0
#
+#
!
"!
G!
;
, , " 5 , *% , , , ( 8 2 ) ( , 8 ) )(%)A) , ) 2 ( 1 /r8J"/:) ( & , 77! ( # ) , )( 2 )_, M2 (*2 7 & I4! 54/4 , ( , 4 & , , 2 , , ) 2 ( ! 8 8 8Q / , ) J )X , & , 2 :, , ! :, L! :2 4 2 / hL+(2 :7 4, B:)M) 2342 / )SV +(% +( , )A )I( , )2 (%) 8 ) ! ( )2 (%) (*7 , V ! ( % )I( , # 2 / )I( , 2 (=+) & ; (%) ! :) & 4, B ! - / I ( , I ) &\ )I 0 ) & , 2 , (*7 ,4: ( , 7- )I( , , 2 )P, , ) , 4 ; ) )P( , / & , 2 , 8 )(%) h+( 2 ) ) ( ) ( 32 +( ; ; ; 4
#
!
4
6
"!
,
6
!
&!
0
!"# !%$'&)(
(%) I ( & 2 2 4 h+( , 7 . ! :, N232 2 8 ' ) 2 ( / B / # / , 2 4 ! (% : 2 32 , ( / 5 , :) / , & 4, J 7( # ) (*7 =8 / )I 0 ) ) +)^ , 2 < 2 , ( / , H! (% 2 / 2 ) =0 , 7 ; ! = ) & , * + * , :4, ; 2 ., , 2 , ( / , (*) 1) 25 ( ,/ 9 ( , 3,42 0 +( 91; ; , ( , ) 2 , ( 7 ! 7( # ( 2 +( ; ) ! 2 (-, 2 ( & 2 :; 0
/.
.
4
4
!
6
8
4
0 2* 143#3 4$(*30 $(* 4+5 $76+398 E #AIJ=LK9DM<73'8 )
0
!
"!
4
- 8 / , +(% 8J 0/ ( ]( ,+
)
2 ; : 3<#=2>/3
@? <#=BA/?
CA 'DFEHG
)
( , ( , 7T(*)QP d#" $ R R#%S 7 #"T %$ V & 2 2 V 5 %! ( 2 (*) H ) 2 -( , , % , +(R . &L ,]+ UN :/WV 3:2 +, ( # I& /4, / 2 + ( ,8 !^ ; ; ; 42 2 7 , (.+- ( + ; + (%)N (%)., , 7 ) 5 2 2 h+( 4 ( (= ! 4Q4 , (*) ( + ( ( ,G477 X (=& )N(% ( # (=Q(%)<:, :/ q/& 8 , )5 ) 5 , + ( (% (=& , &_7r 2 +2 ( # 5 ,+( 7 + )I+ +(%,4)I+( 2 ) ( , :h)M A 232 ( , Ih / / ( 2 (=2 8 ; h+( (%) / , (% 8 2 ,B/ & 4, )( , 7 & Q4 P ) :91; d#"%$ d ZY V t Y []\_^ C ! H d (*)g ( - ,9 ( 1 &\ 5 2 V:)) ( # & I Q& ! , 0 / 2 4- ! 8O .( - ,1 ( 00 2 ++( # 2 ) Y V (*) # :7 N ! M2 2 2 & ) , 2 ) :)I)( , 7i 7 2 V 5 , Y [\L^ (%). # :7 N ! , M2 2 4 2 89 & 0
ON
0
1
0
! ;!
1
1
!
;!
8
!
&!
"!
.
/
Reference = ‘‘cat’’ ‘‘a’’
‘‘c’’
c(q)=2
‘‘t’’
c(q)=2
‘‘s’’
c(q)=2
c(q)=1.5 cavg=1.5 ‘‘a’’ c(q)=1
‘‘t’’ c(q)=1
(*7 91; ; P N ) ! ( , 7 # * ) & Y V ) , , 2 ) ( , /G8 32 7 , (%, ( ,-, I +( 2 & 1 E :( , ( , 7 :; ! % ) :7 )M @! (*7 ) 2 (.- ( ; 7( # ( , 7 # , * ) 4 & Y 8iV (*)L) , ! , , ( , (*7 4, 91 ;I; ; ! ) , + ( :, 5 5 Y V (%) # :7 . ! "!N232 2 &?) 2 ) 4:))I( 7^ 7 2 V ! (*7
;!
% # , /r 8 :/ / 8 4 I, )Q 0/ %%8 ; ! ( % ( % ( ) : I ) ) ^ ) h < ( - %85 ( ; ; d 1/ ) s1; & , / : ) ; 2 ) , # Y V & 5 ! ( 2 1/ ) ,G4/ . & 2 32 ) :, ) ; ( ,G ) & , ( , I) +( , , I ; 25 )M V , / ,I #"%4$ ] # Y V / 3 2 ) ! ) ; (*) 2 :) ))I( ]Y V Y 1/ ) s ; & 2 )T , 0 s ; & / I * 2 ) #"5 d % $, d /4 & t [\L^ , 4( , 7O I ,2; ) , # , * )
s ; 7 )S # ) & )I)( ^! +( # ) 2 ) ,4% ^ 4-( , ( , , 2 :, 2 , )I ) /r 8K" d ,4% 8P , ; ,# % ) 1& d#" $ ! 4 / 32 ) (%& ) 2 <#" ! $ )I) # 2 B( (.- ( ; ))I( , & d 7( # , ( , N / h+( :, 91; 2 , / ", )S `/ 2 : 2 N:)& %* ! ) ; + UN :/W) V 32 +( # & , 2 ( ,?5 ) * , . . , 4 8 ) ( T 0 3 1S N ) ! . , M.2 2 2 rC; C S #"%$ '& B T 0 3 1 D D 2 , ,q/ ) (% - ( , " ,4 ) /4) / , , 2 ) , ! ( 2 (, , 2 * 4 8 +( 2 4) 2 V V) 5 P ) @! ( 2 * * ; ) # (*+( 7 N ! ) M#*2 2 * 2 r) C; CM ) ., . ., . S #"%$ & ) ( d"! T 0 3 1S ) rC; d%!$ T 0 3 ) 1S CM C B "d ! B T 0 3 1 D . , D . B %d !$ B T 0 3 1 D . , &D . 91(; '*) + -( , , +(*+( , 7M (*) !^; ; ; 2 * 7 .( - ( 1 % 7 T V (*) ))I( /4 /G8 2 , )I(* ( , 7 A& ) , , 2 L! ( 2 ( , 2 % ) 2 V ,V -( , , +(R &\(=+) .( - ( H
!
8
!
8
,
8
0
8
!
0
!
! 5!
&!
!
&!
) )
;!
!
;!
!
0
0
8
!
1
!
;!
;!
0
8
) . % ) . , ^ , , ) ! ; ; ; 7T . V 0/ * ) !T 0 3 1S I45 T`/r& 8 I ) I42 ) V , T 0 3 1 ^ , 4( , (R #& T 0 3 1 5 !^; ; 7T V (*) ) 2 & & 2 ( ) jj j j t j j * * ** R#S #"%$ & * * @ 5 [5 7+[*79;:* 9 : B <;> < > B< < 9 * * R % 7T V t 5 @ 87 5 9 8: 7 9< :> B) < > < 4B < 9 @ 5 857 89 7 : B 9 : < > <;> B < < W 91;(' 9 ))I( , (%) 0/ d Y V t Y []\_^ & 0/ ( , 91;(' 5 2 :, )(% ( , 7 h &F 2 : 2 , 2 ) ! (= . ( , * , (%( * , d#" $ . jGjfp l1^ m1n$o d C P ) 232 +( , :/ / ( (%* 8 d * 0/ * * ) @ 5 [57 89 7 : B 9 : < > < > B < < 5 # :7 <2 32 , )) * 5 @ 87 5 9;8: 7 9<;:> B < > < 4B < 9 , " h_ # :7 .2 I 2 , )) &? 2 V 0/ ) Y []\_^ 0/ ) * @ @ 55 8877 99;:: B <;< > > B < < ; g# % & Y V 5 ! ( 2 (*) ! (%7 # :7 g# % & N ! , M2 2 4 2 8 & ) , , 2 ) :( , 2 % 4( , / 7L :, 2 V 5 (*) 2 2 ":) & %* ! ) 5 ( , , 7 (% )( ( & ! 2 - ! 9 7 (= ;
,
0
"$#%
* *
0
!
,
+
'& )
8
)
)
(
"!
/. 10Z % $'& (
-
) 8H 0 / / : ) d , d ,4 & 4: ! ] , ,/ 2 - ! (.- ( H ) 8H) /9( , & , ! 2 - ! 7 (%, , *2 :2 h , 232 2 ( ) d , 87 4 ; , ) ) ) 7 ) / +(%( ) ) ( 2 2 h+( 7- # 7 2 db 2 4 2 ( ) db P, *db , ) , +)X 5 # , :7 2 2 4 2 , 8 & (R , ) 04/ , 8 2 ) 4 ( , 7 :, )V 1/ ( 2 , 2 4) ( & 7 %*VO ! (=+( ,) 7.& V 5 ) [db # ) 7 +)" 2 2 4 # 2 8 :Y 7 V 23& 2 :2 , ) 1& / , 2 (R ) ( , 2 * 4( , 7TV 0/ ) db db ; ) / , (%+( ) ^2 2 4 ])A& *% ! )QP V ' WYWYWZ , ,4 , :, V(%) ")Sf +. ( 7 2 )(=+( )A V db T V , M2 2 V d ) ) ). . d 9 ^ d e9 9 <9 d T V , db 9 9 <9 M232 V V Z W3WY, W ' , , ,4 , :, : V(%) 4( 7" 2 )(=+( )g& V c ' 2
43
65
3
:5
<3
3
5
;
=?>A@
BC=
3
"!
3
D%EGF;D
3 3
DA^%_
3
H IKJ!LJMON P RQSUTWVKTWXZY []\ 7 7 RQSUTWVKTWXZY []\ 7
D ^%_ A =?>A@
BC=
5
)
5
0
)
&!
)
9 87
;
0
)
5 DA^%_
DA^%_
)
5 & '& N P W 9 9 & P J LL Y []\ 9 Y []\
5
Y []\_^
/
cb s ) )) . ) . d 9 p ^ d < 9 d T < E 9 9 e ) " db 9 < 9 < 9 5
D%EGF;D
)
US V S V
e
TW[]X Y VKT 7 7 X Y VKT 7 TW[]
[ I L ad [ J P M & p [ N L!J 3 d V ' WY WY9 W Z d 7 ) ) Y V 3 db 5 d b d#"%$ d Y V t Y []\_^
=?>A@
DA^%_
! : , , 5 M2 2 V (%)[ H ( 62 , ( /4 +( , :, & : , , V )5 ) , , 2 2 : 2 ,94)I,) T V (*) ( 0 - / ( &L :/ / +q8 (*7 4 ' , , 2 5 V ( # 0 & , ) 2 , BI& / !/ 2 - ! : ( (% , 2 2 + ( ! u(%5 ,( V d ,4 : , +( 2 ) )I(%( , ( (=4+"( )M ( # ,< & , 7 7 %8 ` fh, +( h+( 2 ; ^ d ) (2 4 ( 2"4 (-,) ) , +#"(* % $ !^( ; ; ;# 2 %) 7 2 ( ) - E ( 1 4( 2 3, 2 ,3/ 2 2 VM2 4( 2 2 4( , 7T & :,P4 d d Y V t Y []\_^ f; (*)& I4 +( , :)I) 4 ) h 2 ). ) B( &[( :;
&!
#
H I JLJMON P 0
)
0
B3 KCBED = <#6
DFE@E
,.-0/*
;=< ?>A@
;
!#"%$'&)(+*
A
)
<
/213&4"5&4(0671
A I+=_K DM<3GF
8
6
98
:
)
;
/ # ( , f( , ) )_ , I ( g# * & , M2 2 f; :,4%8 8 )g ( ,( 5 ,"/4 ) 4 A( , ,J4, )I( &a 8 :, 2 2 4 2 8 , & * :, 7 I)I,G(*)_4, ) 02 /(*+( ,2 ) & ! _ 4) (%&[2 ))X 7( # (%)M)_ 2 (%7 ( 2 +; 232 2 (*7 )I )) )( /4 < 2# (* 7 & N ! , M2 2 4 2 8 & : 8 )I(*) 1/ )^ , 7: ( , , ) &g 2 : 2 N ) , , I2 , 5 , 9 I2 ,G 4 , ( 2 / ,! , 4( , , 2 : 5 2 N) , , 2 )^ (*) ) / ,2 ) ,P4 , ( # :I8 2 (*, +( ) *&, ! A ) ; , ) I,G 4, ( , 32 ( / 2 (R( ) ; 7( # ). )+(*)I&F 2 & 2 7 & 2 : 2 <( , ++( ,K & + N :) / , $# (*) ; (*)^(*) & ` ) 2 + N ; 0
)
? #
,
"!
KJ
)
"!
J
0
2
IH
0
)
$#
$#
#
)
?
*
!
? 0
#
9
e f
d a
Lattice
b
c
a
b
a
f
a
Sausage
c
e
d
[null]
(%7 4 91; . P 4 ):7 ) , ++( ,] & ,G4 /.
.
D BDF5O3GB WB < < L= ?+5
B
( I) %8:5 ,G4 h ( 2 , 2 4( , 7i , h+( #; :,H , 2 (*+( , ) (*) ) , :)X@)I , ( , 7 & , , ) ):7 ) 8 5H,4 X( , 2 * 4( , 7M, )( , 2 ) ) , + , ) ) ; ! 5 )( ( (*0 i( 2 $#, , & ! 4 . 0 ) ) ! , :)L ( 2 O( , 7 N ; ss , f; (% J(%)L) ! ( (*7 91; ; 7: &X ) ):7 )I ( 7 0/ )N ) 4 , 7: & *:, 7 )S I,G4, 2 (R( , ) & ! ) X 2 )(%( , T ' WYWYW ( , )+ )+:7 )S ( , 7 2 , f:( , )A ,G4Q/ A &\ I, & , 2 , ) 5 & , h+( #; ) ' W3WYW ;1 , : 4(%( , 2 )(%( ,P 8 )I)( /4%8 2 , f:( , , 8 , 5 :)\) , ( , , # 0 0 :)I )(=+( ,^ & (%7 4 9H; . ; 0 + ) , 2
&g , 8 :, ( , )(%( , T`(%)@( , 4( 2 /r8 1: , # * / ( , 7J ; , (*)( , fh+( :,?5 (%&. ! )T I, :,H , 2 (*+( , ) ) J! ( % )Sf ,K )+ )(%8( , ( ,, )+ * )+:7 )S ( , 7" , B(%&\ ) , ,G4 , 2 (R ( , ) *:, 7 , , ) 4 ) ! ( ! )M & ! (*) 2 :) (%) ) ! ( (%7 91; f;
1
.
D
.
/.
)
D
< <
A
?
<
L, 2 & , 2 ) ):7 )I ( , 7 (*)i , 5 (*7 , , &^ 8 )(%) ) , , 2 , 98 ! ( *A/ ( ( 2 (% %8 2 2 4 8 ( , 8I 2 )I ) ! ( 2 , 2 , 2 4 )T,' / + 1N 0 h23 2 :) 2 t d . !; :, N ! I 232 5 ! 2 &. (*) )(%, )T7:) &@2 )2 )+7 J2)I (2 , 7 :, , . !, 89 / , N I, 8 (% ) ,G4 / & , ,, :, )( , X_ (*) 7:( # , )T ,4 / I 0 2 )(%)I 2 :! , , ), ) &X (-, , 7: I )( 2 2 :, (= N (I (*) ! ,4 h) O( ,] I+( 2 <2 ( 2 4 +( ) , ) ( , 2 ; )+ ! 7r 8 : ) N ! t ., !M 2 2 4 2 8 A ! :(*) ) ) ! %8:5 4 ) ) & ( , 7T <2 (= ( , )+ ):7 )I ( , 7 , 7:# ( ) (*) :142 P. (% ; & ! I 2 :, )(%)I+) & f a,H / M & ) 4/ )I+(= ( , ) 5 +( , ). , ]( , ) 0
$#
0
&
J
KJ
0
J
;
J
"!
J
0
!#"%$
KJ
6
/
+ ( ,,B) ; , 7r,?h5 % ! :I , ! , ( 2 (*) ,? 5 2 %%8 ) 2 , )I(*)I ) 0& 0 ' & T0 ) / )I(% H0 +, ( +( / )8 i& ( , ) + ( ! , H<(*7 1/ s ; , s ;I ; , (%) ( , 2, )A (, ( (=5 ! ( 2 2 # (* ,i I+( 7 2 ), (*) , 2 32 +( 7 ( , ) +( , ) & :,J ) ! ( 2 ! (*) N2 " 7 2 +( ( )SA) ( ) +( +( ( ; 0
-
$#
6 8
7 ). %
0
(H# 0 # %
& 2 2 4 +( , 7 , 7rh N ! N I & )I( , 7 ) , , 2 (*) 2 :, )(% ( ,P 2 (%& 8 h+( 2 7 (% ! ( 2 ! ( * / , ; 2 / 2 - 7 : (% , , / )I (*) # ( $! :) `& ! / 2 - ! ` 8 7 (= U # ) , , 2 5 ( , ! ( 2 2 &_ , ) ( , 0 )(=+( , , ) , ' , WYWYW ( , , 8 )I, (*)<) , , WY2 WYW (*) 2 , ) (% q :)<B ,) :, :, , 4( 7 , )I+ , ( 7 )(%, ( T , ' , ' 5 &g & , 2 , (=Q:(%) (*7 9 ; , 5 ,4)=(%8( & , , I/ / 8 ! (% 7,`( # )(=+( ) TO :& , ! / ) 5 :) / I ( (= *(% &g )I(%+, ( , &% , )S , (*)^ :, )I 2 ( 2 ( ; ; %?7:/ ( # ) / )I =8# / * ( 2 4( 7B :; 2 )) ! ( ) 2 ( 2 !^; , 7r IT , '( , 2 * 4( , 7] b , 5 b , (%) 4 (*7 , 1-5 O & , 2 )(=+, ( :, T 5 (%) , 2 % b C T +; , (*)T(%)Q :, )I I ( , (*7 0 91; : ! & I /4b C , T .(%)( , ( 2 *4 (42 ( , 7 C TB . ,2 &\ :; ) , )I( , 2 ( : ; ! i, ! b / C T ,H(%)0 +(= +( ) 4 , ( , 2 , ! ( 2 ! ( *, # / ) & 4 ; C T (%) , * , / , / ( (% 8 h, B 2 )(%, ( ,4 , * )"( , 2 -r , 2 :&N, 5 , ( 2 48 ( 7K( , & ( 7r / 4 , ( 2 4I,( 7Q , ) , B(%) ,! ) :' / ( / (%) 2 :) (=: , 2 ) ) & ! :/ / 8 I) 2 ( +( ) ! (%, 4 ( , , , ( (%5 )< 2 )(% +; C T (%)T ( (% & , ) , , ! 5 ( , 2 0/ ) ' (%&\ " ! (%) ; (*). & C T] &[ ) 2 'C ' , 7r ) , , 2 I b C T 5 ) / , +(= 8 ) ! , ( , (*7 4 91; 15 (%) 2 2 B:)A& %* ! ) P 'I 5 T ' WYWYW b ':C ' t ':C 'C T WYW3 W WYWYW 5 ' T ' b C T e b t 'C T b t C T b C T 0
$#
0
;
)
#
#
0
3
$#
5
)
?
,
"
3
)
3
D ^%_ A =?>A@
=?>A@
3
DA^%_
)
#
3
$#
0
5
=?>A@
3
*!
( ;
)
DA^%_
3
0
8
,
0
0
!
)
)
8
9
p=P+1=5 3
3
3
3
3
3
c p=4
Reference
b p=3 2
3
2
a p=2 1
3
2
a p=1
c
c
1 t=1
2 t=2
c
3 t=T=3
Hypothesis
(%7 4 19 ; 8 P 32 4 )I( #)q2 2 4 +( , & :, I 5 ) ! ( , 7 232 44 : 3 b C T
' ss
0 & 4, 2 +( , C T C T (%)[ I ( , ) +( :, ) 5 +( , ) , T) 4/ )I+(= ( , ) 8 )(%):, , , ( 5 ,(*7 , /8r0 ! ,] & 4 , 2 8 )(%( , )MT , 5 T ) )(=+( )/Tq:)^( 4( 2 # (*) & (*7 9H; +; 1 &MT T
/
8 )I(*) , (*) 2 4, P:)g , ( , ) +( ,?5 , J(=&T Tv I (%) # S8i 7 ( , 4,( 2 , , ( , # , (%B ; , )(%( , ; , "2 ( , @( , fh+( :,B & (%)N& 4, 2 +( , (%) :( P( 2 +( 91; ; ; / 2 - ! &\ 7 (% 2 2 4 h )A / 2 - ! I b C T ! ( 2 (*)@ : , , 5 7r II& I )(=+( 4, C , Tq , , , &g ) , , , 2 ,4 , ( , 2 * 4(, ,?7 5 & ! ( ; ; / / ( (% 8 & 5 :(%))I) ( , 7 5 ! ( 2 (*)T49)L) ) (=,+( & :T ; :,44 4f(=h++( ( :, C T :, )(% g(*) /4, J T / ") , & % TX , P / 2 - ! I/ / ( (= 8 C T ! ( 2 ( (*) 2 :) (*) (% :; ' & % % C T s & C T C ' ' t ' WYWYWYWYWW ' ' T ' T b ) !#"%$:& 'C T C T b & C T b 'C T
$#% 0
!
.
4%
3
3
5
1
,
4
;
5
3
5 5
)
=?>A@
=?>A@
E
)
E
@ _
D
@?>
B E B
B D F
)
5
)
5
)
5
DA^%_
DA^%_ =?>A@ 5 DA^%_ =?>A@
T
' YW WYW ) '' %E E# D( @ _) >A@ @ D * ^?D F F b C T t "" C T C
=?>A @ t ' WYYW WYWYWW ' ) ' T ' # e 5 b ) 'C T b t 5 b C T DA^%_
) ' C T C T b
"%"
DA^%_
!,+ " )!#"%$:& C T (%)- + / ,3 .) N)./#".+( , 7 $)I(0,(1$ , $:& + $ , 7 ( # , ! + ( /2 +]2 $"%C" D)E $ 5) %$6 + E $)(2+(1$ 7+(08 t ' $#9 + , >0@A" 9CB !#"%>1?@F $ >0!>0$? HG T B E ?
!#"%$#9 HG T
8
?
#"%@8I #
HJ
?
3
K '#G TL MK
;
"%" HG TL G T
( , )
+ 2 3 4 ? !"%#: ; #:$-=<1>0? >0?
5
G T
G T > E + #<0>1@? E ; ? E 34% : !>0$? 9 B ;
""
#? 3 #"%>1 ; < E #"
''
"%"$",: $? ! "> ; CA 3 ; =+ G $# +? E > E + $? $ E >0%>1$? E T #? 3 T4 E >0? >1@A" 9CB 8 B B . 9 $"7>18 < 8 ? /%>1$? 3 !#>1< E B
D @#> ? + ,>2
E 9 $<1<0$ E P
> EE F? @ 33 "%"$"-9 "%3 $8 G T !$6 +? ?E 3 $9 +? E ? ?: #B >E 69 $" #" ? @ "%"$",A 3 !E$ $ >0%>1$? G T 8 B EE E > ' >09M!"%#: ; #:$- 9 "%$#8 E + ? 3 >1? >1@#A"E 9 B "%$A@ + +? : A"%" ? $ >2!>0$? #? $# +? ",> #B
9 $" #" 3 "$ ; ; >1<1>2 D #< E ' >1? + > E : E
L G T 3ML G T 5 G T + 5
3
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
'
/. .
D@
_DM<7=L?+5
2@
D D
)
< <
A
D _@ DM
=_? <
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
'
H
BC=
=?>A@
'
'E E H
>
=?>A@
D / #".!>0?@F#"%:
) ?$6!"!? E >2!>1$#? E ' T ' 3 T ! "%" G ' G T 3ML G T
H
DA^%_
IH
IH
H
!$ H
' D%EGF;D
=?>A@
/
' ) ' 3 H I JLJMON P ^ 3 L ! T ! J [
J 7 J J J JIKI J W 7 J 3ML G T J QZSUTKVWTWXZY [\ J J QS TKVWTKXY []\ 7 J T
H
IH
IH
IH
DA^%_
J
J
DA^%_ DA^%_
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
> >0!>0?@ #: + #": H #? : #<1:A< *!>1?@F ?+ ; :$- #" <1.> - <0> + $ $ #? 3 ""%$" $#9 H B 0 + > E > E 9 $#"7" E $? E $#9 : > ?: B 2
'
'
5
5
!
#": E 1> ?=<1%%>1: E #A E #@ E !">1?@ $ E >2!>0$? E
=?>A@
9 $",#<1< H G T 9 $",#<0< H G T
IH G T L H G T
H
BC=
H
D%EGF;D
'
> E #? ? 3 0> ?@ #"%: 5 L IH G ) & 5 H G )
=?>A@
T
' ' '
?$6!"!? E >2!>1$#? E
9 "%$#8 H
"?DA^
' ) ' BC= 5 G T $# =?>A@ L >0? "%: E " : 3 >0?@ TL E /"!$9 L G G T 5 H ! T !*5 G T 5 L H 5 L J G T MK "" G TL G T 9 J J J 9 9 J J J J 9 &% 9 Q &J % Q 9 &% Q 5 L L1G T L(
IH
H
H
H
IH
IH
H
H
IH
H
5 DA^%_
IH
L G TL
5
IH
' ;
L G TL ) 5
H
DA^ _ DA^%_ DA^%_ DA^%_
+? "
E !#"%$#9 IH :$? E E !#"%$#9 IH
L G H G T > E +?'; E E /#".!>1?@ $ E >0%>1$?=$#9 + $#? > 3 "1> ?@F$?< +? E ? ?: E E%E >1?@F + "%$A@ + LG H GT #"%@8I # M 3 L IH L G TL MK "" IH G TL G T HJ "" H G T G T > E ? + ""%$"7:$? !"> ; A 3 ; +G $# + E > E #<0>1@? E ; ? $ E >0%>1$? E T #? 3 T4 E >0? >1@A" 4% :%>1$? 9CB ; B . 9 $#"7>18 < 8 ?!!>0$? 3 /#>0< E B
/ @>
? + *,>0 ? 3E * D +? " >1$A E #": H L P
+
$? #": 9CB 8 X E
H
D @> ? + 5>0
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
(
3 5 G T 3 L G T ) 5 L G T " Y G 3 5 T
H
IH
0 ? +
$"
H
IH
IH
IH
!$#!#< "%"%$#"7$#9 +? E ? ?: 4Y [ > E @ > ? ; +? E A 8 $ " ? 3 0> ?@I#"%: E ) N PJ P MON P ^;[ IKL 3 H 3ML IH G Y[ G
'
N PJ P MON P ^;[ I L 3 1/ A> #< ? !< +? E A8 $ " E /#".!>1? @I"%: E A E 9 A
H
IH
IH
9CB(' 6
IH
H
H
IH
H
H
P
9CB(' 9CB
' .
+ ?>1?@ D
E +? !$#!#< E : #< 3 < *%!>0: > B #B =
+ $C:: A *!>1$#? "%$ ; ; >1<0>0
7 9 ?$ @ > ? ; B " B B #"%: H > E @> ? ; P
/
"$ ; ; >0<1>2
T
N PJPMON P
^;[
$#94 +? E : + < @#> ? +
9CB '
3
IKL
IH
9 $"#? #": H D + >1: + $A< 3 ?$"8 #<0< @> ? ; 7 9 D > E B 0 +? E : #< 363 > , " ? %> #<$#9 +? + N $ ; V : !> 9 A?: !>0$?
Y M K Y []\_^ 5 G T 3 5 L G T ) 3 L G T K
#" $
H
IH
IH
H
Y[\L^
IH
9CB
)
/. .
A
< <
< <
A/K
=L?F"=2>J= F +D@ 6HE AU<76+3GB7=
B
E"6+A ?+3 B
9 A?: !>1$#? "%" IH G T G T D " 1/ A>1" 3 >1? +? #<0@$">0 + 8 3 E :"%> ; 3 ; $ D @> E + : $#?%"%> ; A!>0$? %$ +? E ? ?: "%"%$#"I9 "%$#8 + $? #": H ; @#>1??>0?@ ? 3 ? 3 >1?@ >0? $ E >2!>1$#? E T #? 3 T $9 + E #A E #@ E !">1?@ D ,>2 + + E ( $ E >2!>1$#? E ; >1?@ ; ? E E + $,? >0? >1@A" 9 B 8 B32 $ + + " " E E $#9 + $? E >1? + #? 3 ) E A E #@ E %"%>0?@7X +?4 $ E >0%>1$? E + #" F; ? #? 3 ) " 9 "&%$ +? $>1? E * + ; @>1??>1?@I#? 3 ? 3E $9 +? E E $#9 + $#? E B 2 4 +? >2/#<0>1: > , 3 " 9 " >0? + E #A E @ E !"%>0?@ ? 3 A? >0!#<1>0: > , 3 !$ ?+ #:%A#< E E $9 + $? E T E E
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
'
' '
'
'
'
'
BC= H
'
'
'
+
+
'
E >1< ?: + $? D $#",#?$# +? "7?$#? E : $ " 3 + $? BC= T T "%" IH G T G T "! + ?$#5#<1<0$ 3 >E
D%EGF;D "%" G T G T " !A"? IH
#
+? ? A8 ; ",$#9 $# ? !>1#< 3 < %>1$? E
'
' 8
DA^%_ D%EGF)D
T T
BC=
BC= G T G T 3 + ?$#5#<1<0$ 3 D%EGF;D ? :$"%" J H "%" G T G T :$"%" : + $? D ?$ 3 < !>1$#? E D%EGF;D BC= ? 3 :$"%" J H "%" G T G T #B @ B D B $" ' P> B B $? >1? E ".!>0$? 3 D%EGF;D BC= # ? :$"%" P & P J H 3 "%" G T G T K ' K ' < %>1$? E D ' : $"" : D%EGF;D # #? 3 :$"%" P P J H "%" G T G T & K ' 3 < !>0$? E #? 3 ' E A ; E %>0!AC!>1$#?X$" "%"
"!
IH
IH
IH
IH
#
IH
#
DA^%_
3 < !>0$? E
DA^%_
'
%E E A 8 E + D E + #"> ; < $ + * + > E <1@$">0 + 8 $?< >0? #$ " 3 ",%$F" 3 A: +? E >1@ ?> : ?: $#9 >1? E ".!>0$? E B 2
(
)
=_3?
A <
3IHD < 8 ;
- E >1? %"%$ 3 A: 3
)
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
<1@$">0 : +"+ $? + >0: + > E 3 > , " ?: ; !>08
+ 8
'
'
(
'
' )
/. . 8
;
)
/
AOEJ<#=_K = B DM<7=_A ?
@K K D
<
DU?F
<
<#6+3
@3<7DU= < F
@ B
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
#<1A E $#9 #"%$ 9 $"4 + '> 3 ? !>1: #<@#"%$A $9 "%: E'3 > , " >1? E >1@? D ; A ,>0<1
'
'
'
'
3
5
*
6
6
' 9
& .(+1
6
8
:
E 8I$ $# + 1> ?@ 4G : %>1$? ?%> < %!" #>0? 3 8 #? 1
.
B;
>E
$#9 $ ; /#>0?>1?@ E 8 $ $# +? 3 E ! >08 E $#9 3 > E : ">18 >
E #? 3 #"> #?: ED A E >1?@I + 2 E !!> E %>1: E E +? : ? " $9 E ">1$" B*1 > >18 < 8 ? 3 >1? + : E $#9 17; >0?: " E >1?@F +? : $#A? E $9 + 2 ?A8 "%!$#" E /%> E %>1: E D + >1< < >0?@ +? 3 /6 "!@ E + E #8 N A%>1$? E . B . !$ . B !B 1 ? N !"%#>1?>0?@ D +? ?A8 "!%$" E !!> E !>0: E #" ?$#, +? E #8 E +? 2 E !!> E %>1: ED E $ = + >1" 3 E $#9 E !!> E !>0: E + %$ ; @ +? " 3 A E >1?@ +? : $"" : E ? ?: 8I$ 3 < E 9 $#" 2 !"!>1?>0?@7X + E #" 3 ?$# 3 ; +? E A " E :"%> 8 < B 0 +? 9 $<0<1$ ,>1?@F: + ?@ E !$I +? E /%> E !>1: E " 8I 3 ">1$",!$ +? N # ? 3 3 #A8 <0: + A 3 D " < : >1?@ N A*!>1$#? E . B . %$ . B P
)
)
L P
L P L P
P
P
P
9CB ; 9CB . 9CB 8
)
) J J ) J J
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
#<1A E ; + #? 3 G >0: #<0< 8 #? 3 ! G "$# H IKN & I G ! &% H IWN & I ) 3 > E !"> ; A%>1$? # # > E ?+ <0$@ <0/> <1> + $ $ 3 $#9 ! $>0? E $9 3 ! 3 "!,? 9 "$8 H IWN & I 0( G % ,>0 + 8 #? # H IKN & I #? 3 #"%>1#?: % H IWN & I B 1 E 8I$ $# + >1?@ > E 3 > E : A EE 3 8 $" + $"%$A@ + < >0? 4% : !>0$? . B ; B B ! E " $". 3 >0? + 9 $<0<1$ ,>1?@ : + " D ?+ A E $#9 1 E 8 $C$ + >0?@ > B #B "%>1$#" E $ " '#A EE > ? #"%#8 "
#<1A E > E E%E ? !>1#< >09 N > E !$F@> >18 "%$ 8 ? E $ " 1 !"%#>1?>0?@ B !
('
(' ('
' 6
/
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
!
(' &) .
"
.65 "
" ' &7
"
! " /' 10 2-
3' ' " !' ' " ' ('8) " 9' (':% <; " =' ('>0
"
?' ('*)
*' &% "
3' $
"
,+
4' )
,+
+ "
+
#$ &% '
#"
?' ' $ @
"
"
?' ' ' ' '>7
A :B DC E "%>1D 8 ?E E #" "9 $E "8 3 $? + " ,>0%: +; $ " D 3 DFE 3 $" +(G 38 "E >1: ?E (H A E E >1? E%E EIE E G H <3 $ ?$,? E E #<1
#%
,
/
(0*
/213&4"
-
$'6
1
.( &
(0671
?
4
#%
/
#%
?
?
,
' '
! #"
%'
#?#@ 8 ? 5: $#" A E A E 3 +? B + $A" E $9 E " >0? 3 ? 3 ? !"!>1?>0?@ 3 ! B #% "%>18 ? E A E @ ? 3 " >1? 3 ? 3 ? D 8 > # !A" $#9 '#A EE > ? E ,>2 + : "$ E%E $" 3 E ! : <0A E " 3 %"%> + $? E B + >0? A 3 */ > E < %$ " A ?: / "%: %A#< 2 >1? " " 3 >1:%>1$? $ 2 : $ :> ? E D + >0: + " <0>/ : E !"%#< : $ :> ? E ; A 3 "%$ : EE >1? $< >1?@ " < E : !"A8 #" >0?@,#? 3 <0>1? #" " 3 >0:%>1$? "%8I#? E "%> 3 9 "$8 ,>0 + 3 <2/ #? 3 3 <0/ 3 <0/ :$ : > ? E D 3 >08 ? E >0$? E >0? <1< B 4 E $A"%: ?#@ 8 ? $#% "%>08 ? E A E 3 E !#? 3 " 3 < 9 " A ?: : E %"!#< :$ :> ? E $ &'& /B + " #" ; $A !" : <0A E " 3 E /* E " E 9 $" +? E !#? 3 #" 3 ,>0!: + ? E E 8 E ,>0 + D ; $ #" 3 D "$ 3 : E E #? 3 A E%E > #? E " E /* 9 $" + $#A" E A ; E 4$#9 ,>0%: + ; $ #" 3 D + *%"!#>0? E A ; D #? 3 #? 3 + '#A EE > ? E " E ! 9 $"- ?+ + $A" + *!"%#>1? !"%#>1?>0?@ E 5$? ,>0!: +; $ #" 3 B E %>1?@ 9 $" ,>0%: +; $ " 3 #% "%>18 ? E > E $? +
A ; #<1A%>1$? 3 ! E #< D ; $#A E 3 E 3 3 E E E EA ; E + $A" $#9 ! $8 >0%>1$?#< A #<0A%>1$? E E #< E A ; + >1: + > E ; $AC + $A"6<0$?@ B "%"%$#" $#9, + 3 <1$ 8 ? 7#? 3 #<1A!>0$? E E ED A ; "!* E 9 $" #" @> ? 9 $"& ?+ # ">18 ? E #" @#> ? : E "%? ; 3 #? 3 : E "? ; #< B E E F" E A<0 E 9 $"
A ; #<1A!>0$? D 9 $" ?+ :$8 ; >0? 3 3 #<1$ 8 ?6#? 3 #<0A!>0$? 9 "$8 ?+ E E E E E E 3 8 >1?A >1? %$#/< B " A<0 9 $" # ">18 ? #" $ ; /#>0? A E >0?@ + 3 #<1A%>1$? 3 <1$ 8 ? E 3 / D + >1: + > E ; $#A B + $A" E
#"%>0!>0$? <1$#?@ B , E A<0 E 9 $" ,>0%: + ; $ #" 3 #? 3 #" $ ; !#>1? 3 ,>0 + < *%!>0: " E : $#"%>1?@ $#9 E 3 E 3 E D E 2 < *%!>0: $ ; /#>0? A >0?@ 8 $ < 9 $" 3 " E A<2 E 9 $" #" $ ; /#>0? 3 A E >0?@ E >0?@< E%E73 : $ 3 >1?@ B ? ? 3 > # 9 $" 8 $" :$8 < 3 E :"%> !>0$? $#9 ?+ $#% "%>08 ?!#< E !A D >1? : <0A 3 >0?@ E > E $9 ?+ E 8I#<1< " E E A E 3 9 $" . #% "%>18 ? E #? 3 ?+ >1?>0!"%#>1? E A ; E 4$#9 ,>2!: +; $#" 3 B
H
HE
'
$
':7S7 )
)E
)'
))$ " Q 7 ' '>7SE 7 GH
PN
.8
)(
*
:
E *G
H
8
':7 7 ' + G N G '
EGH
'*)
':7 7 0
'
HE
L
$
"E GH
?
)'
8
+ " $? 9 $#A" E%E
E
/10!243 6< 587 3 9.: B ; 9
'
ML Q 7 ,'> 7S7 0 ' HE EGH
P"
N
+ > E E : %>1$? : $#8 " E : + ?> A E #" E 3 $#" + 8 "%>1: #? A E 1> ?
,.- -
%
'8)
$
DG
"
N
*E G H "
'
%S7
$
J"
" G A
! +E " G H N
! H
E
: + ? > A E+ D E 8I$ $# + 3 #? 3 ,B ?+ 3 > " ? : #$ " $"! + ,>0!: +; $ #" 3 D " $ 3 : E E D E D #? 3 , E $#A"%: ?#@ 8 ? B
D
5 : =<'>#;?>
< F
@N
S'
E 9 $"-!"%#>1?>0?@ $? ED + @GF + $A" ; A< @ BCB E + $ E ; $# + + @ !"!>1?>0?@6#? 3 8@ E 3 E E 3 3 D #? ; D + @ 9 A<0< F + $A" %"!#>0?>1?@ @ 9 $#" /#? #" ,>0 + E 8I$ $# + >1?@ #? 3 H ,>2 + E 8 $C$ + >0?@ B ? ; $ + : E @ E D + @ 8@ E E @
#"%>C@ E #: :$" 3 >0?@ %$ E 8 $ $# + @ 3 /B $ $#"&<1#"%@I@ " $A? E $#9 + @48" @< %>1$? E 8 $C$# + @ 3 H 3 !J ?$# >1?>0!"%#>1?=D D H @> K@ E + @ @#"8@ *L@ E 4"M@ 3 A:!>0$? >1? !"!>1?>0?@ E @ $? E E E E 3 D 3 E + @ A?>1@"%#8 < !>1N: @ $? + >0: + + @ 8@ 8 > !"!>1?O@ B $?@ K@" >0 $E@ ?$'@> I@ E <1#"%K@ @ E M" @ 3 A:!>0$? >1? !"%#>1?>1?@ E @ + @ ? L@ E L@ 3 ,>2 + ; >1@"%#8
) $
@
! ! @N ! !
@N
!
@N
D
'>7S7
D
E
BKBIB
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
,.- -
/10!243 6< 587 3 9.: B ; 9
' 1%
<
; > F
> B:
3
D
B
H
; K@59 A?:%>1$? E $?F + @ "$ 3 : E : $#" A E B ?I + > E : E @ E 8 $C$ + @ 3 > E $?< E <0>1@ + !< ; @L@ " + #? @> K@ E ,0> :@ E 8 A: + >18 %" $ I@ 8 @ ? D E >0@?> : #? 3 > @ "8@?:@ B
#
<;
+
E
@ E %"!#>0?>1?@ D ; A H
!
@
8) ! #" "!>1? E @ !A J >2L@" E D $ $ B $ ) $ 0 $ $ $ G @ "8@< D BKBB F ) F B ) % ' B Q ) 0B F ) 0B ' $S$ B 0 ) 7B F >18 " ! B D J 0 D B8)CB ) 0B10 % 0B $ )S)CB ' ) %CB10 $ BB 'Q ) QQ B17 $ B Q ! B D B J 0 D BKBB B ) 0B10 % $ B FQ )S)CB ' )S) B F $ )CB ) B ' F BCB H@ ) $ J 'ED BB F )S) B&7 % %B ) BB 0 )S) B ' 0 ' B17 ) F B&) BIBB $ ; E $? $#9 3 > E :"%>08I>0?!> K@5!"!>1?>0?@ : ">08@ "%>1 $?#H "%$ 3 : E E @ E B
BKB
,.-
/10!243 6< 587 3 9.: B ; 9
& "%>08@ ">1$?=A E @ 3 J >08@ ")D
; 9@ CB CB CB CB
'7
) 17 ! ) DD J 0 D ) 'Q ! D ) D B J 0 D ) H ) $ J FD ) ' ; E $#? $9 3 > E :"%>18
8 @? B
'0
3 B ;
&7
; B 9@ CB B F B B
%
3 > 9 > 3 7 3 9 : <
@E
E @ E @ F B F B F B F B
&7S) ' 0 $ 0
$C: CB CB CB CB
'7
#<0< CB B CB CB B
8
N
@ <1!> K@ "$ I@ 8 @ ?
%' 0
% $ % ' Q B $ ) &7 % $ % &7 $ B )' %' 0 )CB $ >1?!> K@ %"!#>0?>1?@=:"%>2L@ "> $? N @ E $#A"%:N@ ?#@K@ )
!
!
G
; A< @ B @> I@ E L@ E E @ "8@ E A<2 E 9 $" D E 8 $C$# + @ 3 #? 3 H %"!#>0?>1?@6$? @ E $#A"%:N@ #?@K@ 8 @ ? B ? + > E : E @ H @> K@ E 18 "%$ K@8 @? I + #? /B E=3 > E :A E%E @ 3 >1? @:!>0$? B F D + > E "8@ E A<0 > E ?$ E A" "%> E >1?@ E >1?:@ + @ #8I$#A? =$#9 >18 "$ I@ 8 @ ? 9 "$8 H > E "M@ <1L@ 3 !$ + @F#8 $A? $#9%"!#>0?>1?@ 3 != #>0< ; #? B + @ "M@4> I@ " <1>2%%1?>1?@ 3 ! #>1<1 ;
N
.-
"
'
@
N
@
"
!'
@N 7' 70 7$ 7 &) 7
& "%>2L@ ">1$?=A E @ 3 J >2L@ ")D E: "? ; B 3 @ : E "? ; B @ #< B 8 > D ; E @ <0>1?O@ B B !B 8I> D A@ D B J D B B D D D !B 8I> A@ B B J D B B B D H B 8 > D A@ D J ED B B ; E $? $#9 3 > E :"%>08I>0?!> K@5!"!>1?>0?@ : ">08@ "%1> $?
! !
8) 8) 8) 8)
0
'$
)
$ '
0
7 1% 0 '' ' 'Q 7 '
#
@
@I"M@ <
>18 Q 7CB $ 7CBCB 0 B17 7CB ) 0 B ' B&7S7 F B1% EGHB
"
E
>%
'
BKB
%%>1:@ 3 @? - E @ <1>0?O@ H "%A?O@ 3 B H "%AO? @ 3 H "%AO? @ 3
H
%
+
'
H + ""8A@ ?OE @ +
M*%!>0:@ @ +
:) 0 %0 ' B0 0 B '
B
)
B
$
)$
$
; E !>0: E $#9 3 > @ "M@ ? 3 @ ?$#8I>0?!$#"< !>1:N@ E A E @ 3 9 $" + *!"%#>1? !"%#>1?>1?@ B
,.- -
/10!243 587 3 9.: B ; 9
'$
>@ @ ': 3 3 : ;
8)
EA ;
69 >@
; A< @ B E + $ E L@ E "M@ E A<0 E 9 $"58I$ 3 @< E ,>0 + B #A %E E 1> #? E @" E /8@ !"%#>1? @ 3 ? 3 3 / ; E @ B E ; @9 $#"8@ D L @ E 8 @ 3 $ ? + @ :0@?> : #? !< + @ >1@?> : #?:@=>0? L@ " #< > E ; $A B J E @@ ;
!$ !
&%
,.-
? E A 8I8I#" #$ 9 !"%#>1?>1?@ /B + @ @:!>0$? B F
!
"
'
A
7 7 >
2;
;
; 7 2 > 5B ; 9 B ;
7$
L
B
+
!
"!# %$&
$
6' Q A GE
,
# @
? @ @ ">18 @ ? - E @ ".9 $"%8 ! L@ E D + >1: + E 0> ?>0%> #<0< 3 ! D - E % "!#>0?O@ 3 $#? ,> 3 @
1
E $ ? ; < < #"@K@-8I$A? E #?6>08 " $ K@ 8 @ ? $ K@" 8 $8" @ A?%>0!!> K@ < >0?
!"!>1?>0?@ D + @ <1%%>1:N@ E 9 "%$8 @8" @59 A" + @ " "%A?O@ 3 %$ + "8@N@ #J >1? <0$+@ * A?>2 E D "8@ E @:%> K@< #B ; 0: @ E A E @ 3 9 $" ? 3 ="M@ 3 A: !>0$? >0? < !>1N: @ E > @ 3 @ M" @ 3 A:!>0$? >1? < *%!>0: @ E > N@ B
! 2.-
$('1
@ 3 >0? + 1> : + E 8 <1< !"%#>1?O@ 3 $ ? + @ B +
<
F
$ )$ $'
-!.$&/0$&/
> 9
.-
$
+
@
G
2; !
$(')
+
? $ " 3 @ " !$ 8@ E + @@ @ : =$#9 <1%%>1:N@ E > @ E 9 $" H + @ ,>2!: +; $ #" 3 F + !"%#>1?O@ 3 J + *%"!#>0? E A ; D E E 8@ 8 3 > @8" @ ?
+
/
D $? + @ + "8@N@7< #"@K@ "M: $" #$ "! + @"8@- + @ "M@7> E "8@ 3 /49 $"@ #: + A E%E > #? %$ ; @ %!" #>0?O@ 3 D H @> I@ 3 > @ "8@ ?:@ ; @?@@ ? H #? 3 > E @ <0$"8@ 3
"
EGH
% ''
E @?J F '#A EE >1#? E *E /*L@ D >0?>0%"!#>0? E A ; E @6$9 ,>0%: + ; $ #" 3
#" >0?@ #8 $A? E $ 9 3 / 9 "%$#8 BB B + %$ F + D % $
'
8) $
"
) $
>0
BKB
! #" 8@ "!*!>1$#?
B ) ! A?>0@"!#8 DD 5 B B8) DD B DD H E @<1>1?3 @ 0 F B F 0S0B17 0 0B ) ! A?>0@"!#8 D 5 B B8) D B D H "A?O@ 3 B 0 F B F 0S0B17 0 0B&% ! A?>0@"!#8 D 5 B B8) D B D H "A?O@ 3 ) 0 F B F 0S0B17 0 0B&% ! A?>0@"!#8 5 B B8) B H "A?O@ % 0 F B F 0 $ B 0 0B F ) 0 D D D E H A?>1@"%#8 5 BEB8) ) D H- @ <1>0?O3@ 0 F B F 0S0B1% 0S%B F H A?>1@"%#8 D 5 BEB8) D ) D H "%A?O@ 3 B 0 F B F 0S0B1% 0S%B F D D H A?>1@"%#8 5 BEB8) ) D H "%A?O@ 3 ) 0 F B F 0S0B FQ 0 0B D D H A?>1@"%#8 5 BEB8) ) H "%A?O@ % 0 F B F 0S0B 0 0B10 ;
G
E
%E E $A" ">1@>0?#< #A
8) $ )) BF B'+ D 0 QSQ B ' E @ 0 $ ' B17 0 ' B F 0 'Q B ' F ' B&) F ' B 0 F Q 7 B $ >2 BB B
@ $ "%#8 @ E ' #A EE >1#?
E @ #J !"%#>1?O@ 3 $?
D ! J ; @ D ) D 9 "$8 B ' + ! J ; @ D ) D 9 8@ " ! J A@ D ) DD 9 8@ " ! J A@ ) D B D 9 L@" H J ; @ D B#B $ $ D 9 L@" D D H J A@ B#B $ $ D 9 L@" ; 0?@6#8 $A? E $#9 %"!#>0?>1?@ 3 ! $? @ #< 7 Q E A ; A E >0?@ 9 E E >1?@1?@ ,>2 + E%E E E
F #A
>1#?
/8@ D
@ B
G
% 0 0S0B1% 0S0B10 0S0 B 0 0S0B F 0S0 B17 0 $Q B ' 0 $ B$ 0 B F ' 0 % B1% 0 %CBCB 0 % B&) 0 %CBCB 0 % B F 0 %CB $ 0S0 B1% 0S0B&% @N E $#?1@ #< 7 '
@ @"% 3 %>1$? J >0 D
8 $ A? ,$#9M!"!>1?>0?@ 3 ! + CB + B + #+ B + F +
) )$ 0S0 ' F Q B&% $ ' B F C7 B ) F C7 B ) FKF B Q F Q B&7
0 $ Q 7 Q ' ' ) F $ + ' B 0% 0S7 B:% Q ) $ QB $ 0OB8) ) F B Q % D) ) $ BF F C) B $ 7 B&% $ Q B F#$S$ B17 $S$ B Q $ ' B B $ Q BCB $IF B Q $ 0B1%Q $ 0B F % B&) $ 7 B10 I$ F B17 $ % B $ % B&) F C) B Q $ 7 B F#I$ F B17 $ % B 0 $ C) B F F BB F#$ ' B I$ F B B $ 0 B $ C) B ' F B '#$ Q B Q $S$ B 0 $ BB17 $ B Q FKF B F B Q $ Q B ) $ 0B F#$ )CB&) $ B F " ,>2!: +; $#" 3 B E @N E L@ E LE@ 3 $? D ; >0@"!8 L 8 <1
G
8 $A? 5$#9M!"!>1?>0?@ 3 ! + BB B + CB + B + #+ B + F + B BB B B CB CB B F B BB B#B BB B CB B CB B BB B F BB
G4; E $<0AL@': + #?E @K@ E >1? @N 8) $ ) ) $ 0 $ Q 7 ' Q S' O) FS$ + ! J A@ DD B E % &7 1% ) $ %B B ! J A@ B D E B 0Q 0 1% $ 17 )CB17 H J A@ D 1% ) % % Q $ B B $ D B ; 1?@F + @#8 $A? ,$#9 !"%#>1?>0?@ 3 ! 9 $" D # #? 3 H + ",>0!: + ; $ #" 3 B & $8 #"%> E $? E ; @?@@? 3 > + @"8@ ? ,:"%>08@ "> + ; E $<0AL@ @N : + #?@I@ B
0
B B BB
&) 0
)CB F J >0 E' D
B
B B BB
0 &)
E E 4" "
%
) $
2-
BKB
$
E @N@ + $ + @ >08 "%$ K@8 @?49 "%$8 H %"!#>0?>1?@ #"%>C@ E ,>0 + %"!#>0?>1?@ E @ E > @ B + @ E A ; E @ E $9 !"%#>1?>1?@ 3 */#"8@7 + @,9 A<1< F + E @ + *%"!#>0? D + @!F + E @ + *%"!#>0? E A ; D + @ B + >0?>0%"!#>0? E A ; E @,? 3 "%#? 3 $8 < : + $ E @ ? E A ; E @ E $9 >1?>0!"%#>1?6$9 3 @: "8@ E >0?@ E > @ B + @ ; E $#<1A8@ 8@ E E @ E 9 "$8 + @ E @?@ @"%>08 @? E #"M@ @> I@ ? >0? ;
' 2-
@N !+ ' 17
!
0$
!
576
'
*
E
.
"@
'
*AOB
>
A
(?
(?
A4 CA?
A
#D
FA?
$@
@
G
#AB .C
DFCI>
!
$(/
98
AQBC
A/ DLD(
#
.DE
A
.D
3 .D
A*
#
MBC
!"
'
'' !
.D
D
A
G)J
@
%!#
=<
I @ > L@ 8@ 8@ O@ 8@N@ < L@ 8@ L@ %> > @ 8@ > L@ %> H M@@ M@ <
# A*G)
%>
+
B .FA4 PA/ A?
D(
G
A .D(A3GHD
2A/ K, A/ LDM
#FAR
!
$(!./
AF
@
%S7 7
)
!; :
-F(AA .DA
.ADAR>
A/CMT
AJG
!
K@ > > > !> I@ #> > ,> @ < > @ %> @ <0< 8@ K@ F I@ > @ @N@ L@ O@ > <0> O@ M@ H @ #<0< >
''
#
'
!
+
L !
$
! L
L
!
'
#
@
'' !
'
S'
) &) $
!
$
! L
@ %>
C
#> >.D
@
A
2-
A
2
CMA" F(
%> @3G
- A
#
2FA #D
+
A/A
O@ > @ 8@ @
M@
D% SB # .OB A/AQ
U .AVG #D
8@ ,> %> O@
=H
#BND
D%
4G)C
A ?
!! "
BKB F
G G
$ @
A
-F(AA
@
! ! H
@
C
-F(AA%>.D
F
F
@
K
F
@
K
F
>
@
K
(?
B J > L@ B
)
K
>
>#AB>.C >.DE !> I@O #>#D>.D
IG
?
-FAA
?
B
8@
A4
BF
BA/D>
?
?
?
?
?
?
?
(?
?
?
?
%>
>
.(?
TA?
K
TA?
TA?
TA?
TA?
(?
.D
BD
?
IC
0
%>
(?
:)
B
@
FA/A 1DA
8@ BF B O@ @ #<
?
?
?
?
?
?
?
?
?
T F
)0
B C
) Q ) ) B ' ) 7 B F FKF % ' ) $ ) > + @ M@ K
? ?
?
?
?
?
?
#AD(A$>
%) ?
?
?
?
?
=C
(?
A4
B AD>
?
?
?
(?
?
?
?
D
?
?
@
(?
T F(
FA/A 1DA
?
?
?
?
@N @ ) 0S0 B &' B 1' $ 0 Q ! ! B ' S7 B:7 B H@ J ) D # )Q F $ 0 BQ H@ J ) D ) Q B &'IF B ) $ $ &$ ) H@ J B D # ) $ ' B8) B %> @ I> M@ + %> =@ ?@@
K
?
1DA
)
:)
B
?
?
=@
0
D
?
!DFC>
@
@
?
O@
@
#D
0
$
-FAA>1DA
) 0 %S) B 'IF 7 ) ' % 7 ) %S) B $ $ BKB F B>7 0 % 'S' BKB F B $ $ )/) % % /% B B @ @ #< @N Q B8) &$ % B 1'KF 7 &$ 7 % ' 7 ) % 7 B:7 B Q ) B B 7 B 7 S% ' 7 Q B 1' B7 &' ) 7 ) ' 1K' FQ 7 $ Q B F 7 F B 7 ' 1K' F ' &$ ' 1' B > @ > 8@ +9E G H " ) ' 0 J FKF =D
?
D B J > L@ J > L@
K
)
B
% Q B 7F GQ B0 B:) ) F 0 D B:) B ' E' D B:)
DL
?
%> L@
D% JB
E O !
" ,>
"
L@
A/ A
B
$
F BF F BF
" ) $ " ,> " % % 'S' " ,> " 0 % 'S' " ,> " $ % 'S' " ,> " FQ % 'S' " ,> " % 'S' M" K E G H "MK B F % 7S7 M" K E G H "MK ) F % 7S7 M" K E G H "MK % F % 7S7 N @ N@ E @ @ N E B B $ ' ) H @ H B FKF ' 0 > 8@ %>.N- @ # E@ > I@ %> L@ O@ O@ 8@ 8@ < M@=> 8@@ @ ,> O@ " ,> ,> > > K@ > I@ @ K@ F H@ 8@ O@ O@ M@ %> O@ BKB F @ @ > @ #< <0> > @ ! #> > #< > O@ ,> @ " ,> 8@ J
B>
B>
B>
B>
B>
B>
B>
:) B
2/%BA/
F F F
:) 0
A
A
# BT>
@
A
D
#A
D%
A
5
@
%>
>
-$(
#
B
F(
@
.D
( *D
(?
*
D
@
O@
GV
C
8@
!#%!
%
A
A
#D
A
A/
8@
FAA
A
@ #<
C
AF>
AF>
AF>
AF>
AF>
B O@ B O@ B O@ @ B @ O@
BA/D>
BA/D>
'7 7
BA/D> TB
K G >
M@
A F
A
.D
G)C
A/
?
A
.F(A
C
(?
.C
-FAA
L>
@
.D
.AJBA ?
#C
D A
-
#
/
C
1D
K=FD
B
.C
D% AI *D
TC!
FAA 1D
/
.D
>
#C
-F(AA
MA/C!
G)C
@
.D
#A
D% AO
#D
/
FD
1 $('1
2-
O@ 8@ %> @ J > %> )D > =@ #> O@ > %> I> !>K@ 8@ 8@ < @ > @ 8@ @ @ > @ H @ > > 8@ L@ L@ =@ > > 8@ > > > @ 8@ #> > B B B 8@ >
GH #D
@
&>.C
CMFD% G
" "
I@ @
C
D%
A OA
>
@
#D
#D
+
G)/C
-F(AA .DA
.AB #C
#A*
#D
#> >.D @ ? >.AA8@B !>#D BC AO AF AOG)/C MDFCI> 3G9 D% .C D% A K >.D*>#B K A/CMT D .D #D @ A/ D DFC> -G > @ 8@D% OB (? O@ .D #D @ A F A K @ .D @ D 3CFD% A*GS .D #D @ D A%> N@AG . > D>#D @ AM@ NKV !A/ *D .D > (? ? >
A (? K (? K9D( (? @ > K@M O@!A @ B > B! #.> D.> D @ A F A DFC> IG # .D(AKSCMFD% IG AC, #D @ K ACT # > D @ BDA/ D% D2D .C C D% A G)J D% B # .(? / @ @ M@AA.> D D#< TA%.> A2A-FA .B 1 #C C D% >A D @ F CFD% G #. > D#> D @ 'D A MGJ A ? (? A/ *AIG) @ M@ 1 < E !> I@ .> C K@ C @ D% #B > + # @ G)C A G #D .D @ .D
N
+
.-
<;
.-
+ ' 8)
+
' :% ' >0
' $
='
@
@ #<
@ #<
@ #< 8@ F K
K
7 ) F7 )
7
K
K G >
>D(
.FA
I@
D%
7'
7' Q @ #< 7 @ #< 7 Q @ #< 7 Q @ #< 7 Q @ #< 7 Q
@ #<
>
G)
K@ @
/
AOG$
@
@
@
! > > 8@ < %> M@ > @ @ %> @ H@ #> > J
I@ @ M@ BKB F @ @ > <0> I@ > ! @ @> @ + @ !> I@ )
G
?
% Q 1' ) %>.N- @
A
5>#C
A*GH
#D
7FQ %S% $B$ B:% ) %$ 'S' )S) % S7 7)' % Q B:% B>0S0 %)% @
?
G)C
A
FKF KF F KF F
LBDB #FA #D
CFD% A
>
>
O@'
.B
@
"G)C
B
BD(A .A4 D
D%
.D
%>
AOD
BD .DF
# JG
FA/A .D
!
8@ >
D%
>(F(
- ."GS
@ T,
C
LBA
C
K
A
@
@
.C
A
D
O@
@
#D
A
.D
B>
@
G)C
>( .D
%/
.C
.C
D
B
.D
AF
D
,?
F
?
:)
G)C
?
B
*A
>
A/CMT
D
) $ S' ) $ S' ' 0 &$ B B:) $
F
D @ C
1J )D F F F F B
F
8@
BF
#>
.D
A4
AFB
>
C
Q
BKB
K A
'
BKB
!! "
%
B ) ) ) " " % ) " 0 ) " $ ) " FQ ) " ) "MK B B "MK ) B "MK % B NE B ) H B B
"
0
' B:% +
>
(?
#> >.D
"
#D
0 0 0 0
"
B
" ) B " % ) " 0 ) " $ ) " FQ ) " ) "MK B B "MK ) B "MK % B NE B ) H B B
>
' B0+ (?
O@
A/CMT
?
(?
?
,?
?
,?
?
?
,?
?
?
?
,?
?
%
) ' ) F B 0 B 0 B 0 B 0 B 0 B 0 B 0 B 0 B 0 B 0 D
?
%7 0Q 7 1' BF F Q &$ $Q ?
?
? ?
(? ?
,?
0$ F 0B 0 0 F FQ 0S% &' $S$ $ ) &' $S$Q 7 $ 0 $ F $F B F ) F B F QSQ 1' Q ' ) 7 &$ Q 7 ) B 1K' F 7 &' ) B>0 Q B:) B ' 0 B:% % Q&' 7 ) 7 F ) &' "
,?
?
(?
?
,?
?
,?
?
?
(?
?
?
?
(?
?
?
.FA2B
.C
.C
I@ @
C
D% A ?
1
7) F $) %0 )F
C
D%
(? ,?
? ?
F $ (?
%7 7Q F B B $ 1' (? ? ?
?
?
1E
?
?
?
8@< %> K@ > K@ @
?
?
M@ < !> I@ > @
?
)
?
B L B B
@N
(?
>
?
,>.D
D%
,?
"A
'% 07 $F 0 &$
C
(?
?
B
> L@/A
1
/
?
?
>
?
?
.F(A
8@< %> I@ I@ @
(?
?
0
B
,?
0 D
>.C
?
0
@
,?
0
0
0 $ F 0OB &' 0 F FQ 0S0 % $S$ $ ) F $S$Q 7 $ % 0 $ F $IF 7Q F ) F ) QSQ 1' ' &' 7 $Q 7 B B &K' F B B B 0 Q B8) ) F 0 B>% % Q1' ) )7 F ) 7
'
0
@N
> L@/A
,?
F B
?
(?
,>#D
IA(
@
8@< %> K@4>
1
.C
K@ @
C
D% A?
E
>7
O !
BKB
Relative %improvement
20 15 10 5 Switchboard NAB/WSJ RM BN
0
−5 2 $ >
8@
@ F
>#B L@
'
(?
B+
4 6 8 log (#frames / Gaussian)
=<# @ *J
>$
H
+ 8@ < !>K@=> @ %>
%IG)C
.
A
#C
K@ @ D
/ C
FA/A 1D
6>.D
D% A
@N
I@
%>
#FAB
10 (K
8@
8)
!! "
B
Relative %improvement
20 MPE I−CRIT MMI MPE I−CRIT MMI
15
10
5
0
−5 3
4
5
6
7
8
9
log (#frames / Gaussian) $ >
8@ 8@
@ F
DPA
' )+N (?
F
AK
@ < !>K@-> K@ @ < L@ #> O@'<
.
#C
. P @
/
C
#DA/ J
D% . @
G)/C
*
J%
G)C
H
@
K A
& %>
VD
%>
-F(AA .D
D
D
%>
#FA
#> >.D
$GQ .D
@
B
E (?
E
O !
'
F F
?
F
?
F
?
F
'
?
'
>
FAA 1D
DFCI>
D
(?
?
.D
FA/A .DA * L
'
FB A
. #D
.
#DP
(?
B C
/G)C
O@
>
@
/ C
T?
?
?
?
?
?
C
? ?
,? T?
(?
?
?
B
?
?
(?
$
,?
?
?
F BKB
?
D%
,?
(?
'0
0
,>#D
?
,?
B
?
BKB
"A(
B
Q $$ 7) F F $) )B ))
/
?
?
#C
1E
?
$
8@ < !>K@ > @
.
M@ >
@ AA .D
A
#D
#<0<
ACM
O@ > +
.A/B .C
AC,
1
ACT
C
.A
.D
A
G)
D
D
OCMF(D A=G
.D
BND>
*
- #D
!> M@# > B L@ 8 @ <. !>K@ >#C
@ AA .D
@
.C
.D
.D&D
D A
7 ML
D
@
%IG)C
K@ @
C
# > AC @ T >.A ? Q(>.D @ O@6<. @ #< TA%>#A A LA8@ BD M@>#B %>1> D&A8@N@CA M@>#B CA/ G$ @
,>#
/
#C
D% N?
K
A A ?
L 2
LAC
@
.D
.D%
.C
(?
A
E 2
G9 #D
(?
D
@
*
T?
O@ " M@ O@ 8@ 8@ > < %>
<1< 8@< %> I@ #> > H #> > O@ @ =@ L@ 8@ O@ @N@ I> O@ 8@ O@ > I@ @ > @ > > > > %> I@ #> > > $ 8@ O@ " @
< @ #> >
@ F
B
.A
@
M@ < !> I@ > K@ @ B
(?
?
%>
"
?
F
AF
M @
G
,?
D! #FA
@
#D
T?
,?
?
'
'
?
@N
H 0 $ F 0 1' 0 F FQ 0 % B $S$ $ F $S$Q 7 $ ) ) $ F $ 0 FQ F ) F QSQ &' Q 7 &$ 7 &$ Q 7 B &K' F 7 F B B>0 Q LB8) 0 B:% % 7 F )7 F )F )
%
B ) B " ) ) $ " % B &$ $ " 0 B &$ $ " $ B &$ $ " FQ B &$ $ " B &$ $ "KB ) $ "K) ) $ "K% ) $ N E B ) $ H B ) $ > > =D @ I@ @ M@ J @ %> D O@ M@ < M@ N@ > ' &$ O@ %> !> > M@ < !> K@ > I@ @ $ > 8@J' ) H 8@
"
6> L@ A
8)
B EB
>
G)
TA #A3A( *A @
.D
(K>F( J
9-
/ 3 D
C
D%
BA ?
.A
AC,
. @ !CFD% A"G* #D
.D
@
@
.FA DA
ACM
?
O
D
>F,
+
O@# > > @ 8@ H L@
K@ #<1< @ K@ O@ > O@ M@ < =@ > C> L@ < @ L@
"
UCFD% A
K
=F
#A
>
D%
LF(
#D
#>
PD
.CM
D
E
E .A?
K@ @
C
%>
D ARJG)FDB .DG
<. @
*
J%
IG)C
@
A
%>
FA/A .D
.A
) Q7 ) 0Q
+ 7 $ 0 + 7 17 $
H
?
?
>#D @ + F
AC,
'Q )
KF
?
>#AIE@A D 8@>.B O@M8@<1 %> K@ >.C / I@C @ D% I@ @ B !<J @ A/ D/ O@ >1 %. > D .> A"> F, 8@ <. !>K@MBD @ @=>#D D >F, "C! > @!FA8@ G)F<->.D @B >#>.D @ *O@ O@ F(A8@-. > A/B%>#CI>#D %> K@ #>.D>#D @ ?
%
@N
D
K
8)S)
!! "
B
1
100
0.95
98
MPE criterion
WER (as % of initial WER)
NAB BN Switchboard
0.9
0.85
0.8
0.75
96
94
92
90
0.7
0.65 0
$ >
2
DFC>
* /
>.A 1<
(?
2A
VG
I@
@ N@
@
@
TB
3
>.D"
BND
>
A ?
CM =B
-A
D
L
.D(B A
K
.D
@N '
BD
@ IEG0
?
+
O@ @ @
.A
#AOG)
(K
>
O@
B OGS
%> L@ %>.D
B
D
@N
4 Iteration
M@@
G)J
> L@ %>
J
B # #D
#C
.D
A A
@
BDA/ D%
#A .D!G
@
#C
.-
A
>1<0>#
>>
8
!0$(&$"
#
MAB
#<1>#A8@
N
>$
D(CM
.D" A/
J
IB # #D
A4
8
.D
D
@
A
#> >#D
N
.A
@
.D
.DL
G .
>
A
G 6'
A3G)
UBNA A ?
LA/CMT
BD% .DF .A
A
@
@ #DD
G) #D
@
%!."
.D
)
A
D' #D
A
D AK2 #D
AKJ
@ A
*BD
# #DA?
-B
6
O@ @ &> L@ 8@ M@ > @ #> > 8@ > 8@ > <1< M@ !> I> %> @ > 8@ %> #> < H @ @ %> @
#> > > %> O@ O@ O@ 8@ M@ > =@ > > KD
3AC,
G)/C
IA/ D/
# !
A4 D
A
2
D
@ H %> ND
G
* G DB * DAB
-
55
@ DB
B D
.AOMACT
# #DA ABND
H
O@ $K@ @ @ O@ 8@ @ 8@ @ > > O@ ,> O@
TA
88 0
8
, -!.$&/0$(/
/0
@N@ M@@ @ 8@N@ O@ 8@ > $ > 8@ 8@ > > 8@ !> @ 8@N@ I@ @ L@ 6> 8@ !> #> >.D
.D
6
D$ @ DB G
(?
!' %
8@ =@
@ F
4 Iteration
' % + &
8@
@ F(
5
$ >
NAB Switchboard BN
@
>.A
K@ M@
B
#" @ !> P$ % 7
>.D
B #D
T?
?
?
A
E E
5
*
@
@ F
B
)0
7'
1@ #<
D
H
>1<1>
8)
/>>
)
.D
K
DABN
K
A
(?
>A @ F
,?
?
(?
,?
?
(?
,?
?
(?
$
.D
E #D
A/F>
DABN
K
K
# A
?
K
>
5
(?
#
AB
A
D
> B B:) > O@ >
D
D #
.D(A 4 #D
(?
?
D
D
A/F
(?
?
(?
E .D
(K
K
# ALG
A4
G)
>.D
.DA
%> D
.
# MAB
(?
%
,?
?
(?
D
(K
G)
D%
/>>
@
?
E
.D
@
?
#D
M@
" ,>
G F
BNA OG
#F
#A
%M #D
5
>0<1>
/>>
#
A/BN
5
8@ (>
F(A
.D
E
+
@ H
2;
H
# B>
@ > $K@ M@
O@
.D
A LGJ @D/C!#<&1 < D @ F @ @MC, @ <$ABN >.D @ ? >.A$ @N/A$ >=@B <.A8@ O@ %>.CM#< H #.> D>#D @ ? $ O@G)F<1
O@
B>
O@ M@ < @ < #< O@ >
A*AL
(?
2
,?
>
B F
(?
>>
H
5
ABN
>.DA O@ < !># D
D
B B F F1J D B J D
A/
J
0 )$ 0 % % ) R$ J 'F> )D J FED 0 % % 0 0S0 $ J %S7 D ) 0 % ) J % FED 0 0 % Q J 0 E' D J ED $ #> FS' @ N 1@ #< 7 ' J > O@< H >1<0> # O@ J )D O0 B F J ) E' D 0 ) Q J %S% D J =D F$ #> ) FS$ B F + @N ?" ,> L@ L@ @ < 7 ' > + @ 8@ >1<1> H > 8@ !> @ #< 8@ <0> O@ J
>A
H
@N
A/
8) % B
'
!'
5
5
5
8)
8) 0
!! "
B
># A
J H J ) D J E' D J) D J E' D J) D J $ D
K
#
5
%
MAB
B F
(? ?
(?
(?
,?
?
?
(? ?
(?
(?
?
?
(?
@
#D
# MAB
>>
@
#D
$
.DA
G)
G F
?
(?
(?
?
(?
(?
?
.
@ J B8)
O?
?
H
D
#
1' $ ' 1' J 7 FD 7 1' % J B % B D 1' $ B ) $ ' 7 % J 7 0 D B ) $ 7 Q ) J 7 ED C> E G H >1<0> #<1>
K
Q &$ $ 7 $Q 7$ ' 7 0 1' 7 7 7 :% $ 7 0 1' 0 7 $ 7 )0 )$
>1<0>#
>>
,?
K(D
B AD>
,?
(?
D
B O@ @ #< J > O@< %> D #
DPD
>
D(A/BN
H
8)
B B
@
N
A/
>.DA
%
@
N
DPB A/D>
K
?
?
?
?
H H H H
5
@ K
F
@ K @ F @
F
5 K
,?
$ $
B B
TK
>.D
@
+
0
TK
&$
(?
TK
B B
' B ' +
>
$
TK
B B
5
K
$
B B
5
F
)
B
K
K
K
$ $
.F
$
?
?
?
?
?
(?
?
(?
?
(?
?
,?
(?
?
(?
?
G)
?
D
5
T
F/D
G F
A TA4 C
A
#
#F
DAI
>
G
O@
@
) G ?
>
,K
.F
@"@
#D
A/BN
B
/ #D
/A
#A$F(A
A/F
.CIFC
G
.AI'AG !
=A
@
@
G)
+
.AJ NB @
.D
#> >.D @
#D
@
.F
G
7$Q 7$' 7$' 7 I$ F
(?
(?
(?
(?
(?
5
8@
A4 ?
EGH
D
#<0
A/C!
>.D #>#D>.D
@
#<1<
D
DL
G
DCM
/%B
?
*A ,A4 C
1D
ACM
BD!
@
@ F @
@<
C,
#< @!G
5
#
RAB
>.B
*
@ !> @ M@'@ >1< J < L@
.F
/ #DMC
AC
NA
.C
A
A
1E
# A ?
0$&/
@
?
/
%!
/
>.D @ BDA4 D% B D% /<.AQ O@ A @N@ G #>.D>.D @ A/C!#<0#D>.D @ ? E@@ @ B !>#D 8@1 < 8@AJ O@ F L@ @ TF !>#DA?
A/CMT
GS
.D
#D
# A"BND+>
M
.D
A/F
5 8) $
TF
A/C!
$
,K(>F,
5
.D
# #DAJGQ .D
B =G
G
LFD
A KT>(F(
?
CA*CM
D'A/FCC! KUA
H
A/*AV
,?
G
7BQ
FA/A 1DA
H O@ @ @ C> @ #
#< @ L@ 8@ < =@ >C@ K@ ,> #< @ O@ < #< O@ B B O@ !> > M@ O@ @ %<0>A@ L@ M@@ 8@ < @ > 8@ %> O@ > $K@ 8@ @ #< < B B > L@ =@ @ #<1
K
Q
? ?
@ F
# #D
)Q 0 ' 7$ 7 KF 7 B 7 Q 7 7 7 7 $/' 7 )37 7 KF3' 7 F ' 7 ' 7 3Q ' 7 F 7 B>0/7 KF 7 KF/' &' ' S7 7 H + B8) %>
$
EGH
D
A/ E K
#< O@ & > L@ %>
#D
L@
-F(AA
B O@ @ < 8@ !> B F
@
?
" "
6>#A
0 &$ %
KD
? ,?
B @ O@ #<1< M@ @ < !>
@ D
G)9D
A 9
1DE .D
E
# "
O
H@ B $ H@ ) $ H@ B $ H@ ) $ ) > + @ 8@ @
F
@
K
K
F
@
K
K
# #
@
K
K
F
@
K
K
>
,?
,># ! >.D
#
TA?
TA?
FA/A 1DA
@
#
DB
%>
B AD> C
?
,?
?
?
?
?
(?
?
8) Q 7$ 7 7 7 Q 7$' 7$' @ E @
C
D
?
,?
(?
(?
,?
(?
(?
,?
(?
(?
,?
(?
#BND
2F(A .D
C
?
(?
/
8@
)0
K
?
# #D
F
C
?
C
@
) 0 >0 Q :) $ % &' % Q 7 &' 7 J > 8@ I'ED 8) 7 ' 7 J > 8@ IE' D 8) &' ' % &' 7 % 7 ) 7S% ' 7 0 J > 8@ IE' D 7 % 70 70' J > 8@ IE' D 7 %S% B ) % ) ) E G @ %> ?H %> D
@N
B O@ @ #< B > > I> B I> > B B B KF B BIB F B B B F F B & > L@ %> #< O@ B B F FKF B B FKF B
8) $ B
.F
(?
@N
)
?
(?
,?
(?
,?
(?
(?
(?
(?
(?
,?
*A
!>
@ <
F
(?
7'
& %> 8@ >
'
Q
# .D
0F F H@ 5 B B8) B $ 0 F F 0 % 7 0 % 0 0 0 B S0 0 F H@ 5 B B8) ) $ 0 F F S0 0 % 0 % F S0 % % 0 % B > ) D" ,> H #> > $ #> J FS' D L B:) %> L@
,?
F
>
@
F
@
K
K
A/F>
TA?
K K
K
(?
E #D
K
(?
,?
?
?
?
?
(?
,?
?
?
?
?
(?
G)
FA/A .DA
# B>
%/
.D
#D
@
*G)
E .D
0
?
(?
AA
D
I>
C
(?
(?
8@
(?
A4 ?
%)
7 ) % 7 QSB:7Q ' Q ' ' &$ ' &' B 7S% ) 7S%S7 7 ) 7F7F 7 7 F 7S% ) % JE G H D H@ C
?
.D
#D
Q ' )B Q'Q
FKF
@
M@
>#A
A
A/ E ?
' B ' > K@ 8@ < @ @ @ 8@ 8@ N ) ,> $ 0 > C> 8@ #> O@ ,> O@ #< O@ B ) ' B:7 8@
EGH
D #< O@A=G G) H #>#D>.D @ D O? >.AIB FAI > A/ A4 A G0 8@ > L@ %>.DA-A8@N@C >=@LB>C@ I@ ,># B K ,? 3D @ #D @ 2/A M@AF#< A ? DI .> A BA8@= O@J>=@A4 L@ A/ 9AM@ A M@->( #D ! L #F A G E * !# > CI#> A8@3 O@ B#> L@ %#> DL> @ A/ ? A H ##> D.> D @ D > D @ A8@ A @ ,># P >.D DFC>=@ G FA/A%>1DA @ A/ L@? @8@ AM@@CA >=@ D .> D% L@ B !>.D >=@ ?@@D O@-DTF(C> @ OG -FAA>1DA @A/ L@K D( @- O@ ## < FO@ G O@ A/CMT .> D @ BDA/ D% #? <1 @ @ #<#FO@ G J G)A.< ?@ ##> D.> D @ D*A8@N@CA- = >=@ / L@ G) ACM#<0# 6. < @ @ " AM@ AV O@M@7.> A D(BDA.> A4 L@D% V> @ 8@ DB@7#> D B ? D" ?(? .> A*A4 !>1<0< @ BA8@- @ >=@A4 @ L@-B#.> DB.> O@ A >=@ ?@@D ,># L O@> @ O@ A/ #. < F @ GQ O@B %#> 8@.> D K(##< F @ O@ 8@ L@ DA >=@ "> @ @.@ E L@,# > B D =F#< '>=@ @ @B L@ 'G)C O@-> @M@DBN@ #> DPB %> L@.> DP##< DO@? G %. > C .> A !#> D! L@ AO8@G@ F#< KA%#< @ * ##> D.> D @ J 1< @ @ D .> A >=@A4 N? >A < @ (? LBC 8@A ##> D.> D @ ,> B D G) H . > DO@ D& @ F AF(>A8@ G ,# > BT> %/ ##> D.> D @ (? A8@@ CMA 2 BDA%# > O@>< +>=@ / L@ B #> D! L@ CA2G > @/2 8@AJDB#> 8@%#> D ? .> A #> A />>< FO@3 I @ D!
>
@ A2 A/F
(?
G
6' )
"
L
# A=G)2ID
@
G
#F
0
EGH
+
)
)
)
+
@N
N
S$
8)
!! "
B F
H@ H@ > + @ 8@
)
K @
>
K
@
@
DB KF
E G @ %> H >
(?
@ C
D
/
C
.BD
@@
)
@ F
K
K
$
,A ?V>
> O@ AA
*A
'GSF
->
>
>( .D
@ %
OA
)
G
1 @
1 @
B
5
?
.F
A
.F
#F
@ T,
.C
OA4
G
2>
(?
(?
(?
O@<
C,
>.D
7 B:7 ' 1' B 7 &$ Q % ) C
(?
?
?
,?
#> >#D
%>
FA/A .DA
A4
!
K
B
*C
(?
L@
,># @
H
A/ E ?
H H
D
)
R$ J > 8@ I'ED R$ J > 8@ IE' D ' )S) + > #H > B8) I> 8@ #J @N
D>.D
H
)
@
.D
.D
G)FD(
> @
C
>
#
!>
@
#
!F
@
TA?
@ C
@
E
@ F @
D
F
# A
N/A
@N
#D+
$B
FAHD
. @
EGH ?
? @
/- A
1D
)0 Q$ BF 7$
L
#> >.D
@
K
/0$ -!
.C
@ D
A
#<
*
M@
$ *
@
@
2DFCI>
D
R *F
F
?
@
.D
D
> I@D , ># >#DA
@
(?
(?
(?
(?
,?
(?
(?
@<
# B>
!> ->.D
AF>
F J F J B J
(? (? (?
BQD )0D ) E' D
>
B
#AI L #A VFD
H
F>
@ F @ $CMT
.D
"
>
B .D
.AR
>
G)
#$ % 1'
LG)FDB #D
BDA .
.A/
FA ?
,?
@ > F
'
>B
I@ D
A ?
#C
/C
#A #D
FD
@
.D
>
@ C
>F(
!G)FD @
&$
(?
#T,
D
*D
#D
D AI
@ C
FD
G)
JDIFD
A D% D(B
D
? (K(A/BN
O@ < @ M@ O@ 8@ L@ @ <0> @ <1> @ !>K@ !> < > > O@ M@ + > @ %> #
@
7Q
#DA
>#D># #>#DJ B =D
%
E .A
#J > @
A/
@
@
@N Q @ #< 7
%' )7 $ B B % &$IF 0 ' ) B ) % B ) $ &$ 0 ' #> > " ,> L ,?
G)- #D A
8@
TF>A
@
QE *>
)Q$
" @
#D
(?
P
&FA G)F
@ C
>
@ F @ "CT
1D
@ F @ CMT
-
D-
A2 D!
B # #DG A/ A4 NK9AC
(?
A
.AJ BDA #
@ D
A/ J A/ JA 2 AF
/ ?
?
@ C
M@ > 8@ =< @ I> O@ H O@< 8@ %> O@ M@ < @ O@ < 8@ @ @ O@ #<0< M@ < @ <
@ C
FD
C
K
CMT
-@
K
D
@
<1D
K
(?
#> >.D
J D
.D
A ?
8@ <0> O@
>A
>
>
.
C
FAA 1D(A
O>
D(A
#
$ <0<
AA
CM L>
O
.A AH
$G
F
.C
A
/AT OGQ
/
#F
O@
>
?
?
.D
K@
?
.A"G)
@
%)
C
?
(?
V
KH>(F( IG)
AO FA
-!
D% AJ
.DP
!./ ;
@
TG A/ K
"
FA/A .DA .A
@
#D
DA/FCMCM KG)C
.D
@
@ F @
1D
K
@ L@ @@ @ > @ M@ 8@ @ 8@ O@ @ 8@ 8@ 8@ < 8@ =@ > O@ ,> @ < O@ %> > M@ O@ > L@ %> 8@ @ !> <1> !< 4< @ #< O@ O@ =@ #< O@ O@ @ O@ O@ %> @ 8@ > O@ " 8@ 4J
8@ =@ >
?
(?
(?
(?
@ C
C
?
?
@
C
?
TA ?
2FA .D
C
$ RE H > E < + @ J G HD
B A/D>
B I> > B B J > L@ D B B F B J > L@ D B
>0 I' 8) I' 8)
@
Q ) 8) &$ % 0 1' Q 7 ) Q Q 1' 7 B Q% Q ) )S) F D
N :) Q 7 &$ 7 7 )0 )0
B O@ @ < > B > B KF F B
ABN
@ C D
LD
%BIG)
@
*D
A/F> @
E " " & &
@
@ KUF
@
,A ?V>
D
@ KUF
@
,A ?V>
@
,?
D
A
@
G)
@
G)
@ C
,A ?9>
>
(? (?
G)C
! "
G
8) Q
"
> >#D
B
8) $ ) ) $ 0 $ 7 B ' FS' ) F $ ) &$ ) % F H 7 B ) B &$ 1' % F > < !> @ #> > " ,> > E ' 1' @ %> K@ @ @ > > =@ 8@ ?
D
GS AF
'
B B
8@ < >
E
,?
@ C @
"
?
?
1 / #B ASG)H .D
DFCI>
(?
(?
?
AC
(?
@
.D
,?
(?
(?
,?
B>
@ C
FD
(?
D
D
:7S7S7
(?
(?
(?
@
CFD% *GQ .D
%
.A
>
,?
K%BC
.AD
?
< 8@ @ #< B > < @ O@ < K@ =@ L@ M@ <
#> > > @ < @ O@< < =@ L@ @ #<1> 8@ <0>A@ O@I< @ @< <1< + O@ #< < @ O@< 8@ %> @ #< %>A@ M@ => L@ %> M@ <0>A@ O@ < @ @ < @ 8@ !> O@ < %> N@ @ 8@ < %> < <1> I@<1> 8@6< L@ # > <1>A@ O@ %> >1<0> %>A@ > > > > %> I@ #> > 8@ < @ << @ @ <> @ O@ #<0< #
> ,> > >
O@ C> =@ > @ 8@ > < @ O@ < @ @ @ <1> M@ @ L@ > @ 8@ 8@ <1< =@ I> 8@ O@ > @ @ M@!,> > < @ O@ < ",> O@ @ > M@ K@ %> > >1<0> > O@ O@ I> ,< !> N@ > O@ 8@ 8@ O @ %> @ @ " 8@ @ L@ @ #> > O@ ,> J I> > #> 8@ ND > > > < @ O@ < @ 8@ M@ < M@ =@ L@ ,> > #> > > > 8@ 8@ < 8@ < > K@ ,> @ @ 8@ @ > > 8@ 8@ < 6> I@ 8@ ,> @ @ < @ O@< # M@ > @ 8@ @ @ @N@ > > < @ @< H > !
#> > ,> ,> O@ @ #> > 8@ %> @ J B B F D %> <1< M@ @@ @ %> @ M@ O@ > =@ => @ !> J 8@@
H E@ $ > L@ 8@
#> > > < !> @ @ =@ 8@ <1> > 8@ #> > >1
@
.D
*>
@
/ 9 A/F
A/F
#
>
# *A
A/ .D
@
;
" A/F
')
>
(?
G)
@ D
D
BC
@
#D
D% A?
G
>
@' )S)
(?
@
FA .D
@ C
.D
@ C
" .D
>
(?
.D!> A
?
B #D
*
>
>
>
' )0
A
"
(?
#D
BDA .A4 D%
G)
.C
.' )$ " (?
@
D
#
A
OB C
D
/G)CMDB K
F
+
*
.D
>
# B>
DB *>
@
.D
#D
K
@
.D
=>
# BT>
@ L
DP
@ C
%/
DIFD
?
+
DL>
P>
.AL
1 A3 B @ D *
1>
CM
.A
.C
@ C
LBNA A
D(B
.A
.D
#A
A
.
FA K
, F
N/A
B C
@
"D
1 / .B K
*
.B
A/C!
?
D
#A
%
@
@ C
(?
/
.D
@
B
$
@
.D
.A
A
#D
1 / #B A
4G)C
>
/
A .DB &
@ CPK
>F,
(?
DI
EAF>(A $D
)
1 / .B A=A
D
2A
G)
@ C
#
B
AB .>
@ C
>
FD
.A
=
DFD
# ! .D
F(D
@
.D
@ F @ IC,
.D
1E #B A
.D
>
@ 3G #D
D% A
B .A
#D
# #D3AF(>A
E -A
3D
#D
#D
(?
@
@ C
@ C
@ C
&$
C
@ F @ CMT
.
@
F(A
#D
#C
D!FD
*
C
2
# AJ
1D
%G)2
.B
# -
+B
#D
K A(
DFD
>F( MG)
(K
D(C
2 A/F
D
*
A/F
EGH
/AOG
@ F @ !CT
LAC
A N?
/D
A
@ C
>
@ F @ CMT
%/IB
@
A
A$D
1D
-
5
. .B KD
G
?
.A
#D
/A?
A4
.A
-A H 3
DFC>
.D
# BT>
?
D
C
KTD
#D
HA .CF
"
*"
>
@
IA/C!
?
# A
.D
C
.D
@
HFA #D
D
A/F
DB A
#D
@ D
D
/
@
.D
#
NK
@ C
FD
@ F @ *CMT
A
CMF(D G
C!
.D
.C
@ F @ IC,
(?
3G)F
A
@
@ C
C,
A=FA
"AB
@
#D
@ C
FD
@
"AC
@ D
#A
@ F @
D #
CT
@ F @ 2C,
1D
DPB #D
5
DFD
- A/ 3A
P
I .D
@ F @
.D
1D
#DA / .D
*
BFA
>>
.D
G
@ C
@ C
( *D&>
A4 ?
#
F
.D
#D
>
.D
@ C
"FD
A
=
.A/B .C
>
BD%
@ C
1 @
@ C
>
2;
@ D
.D
D(
(?
M
BNFA
+ ) $ I' &'
AMD MA
AB
@ C
@ C
>
A
AF
A *A
E!
/G)C
?
A
A
C,
.D
>
1E #B H #D
?
@ F @
A
FAA 1D(A
!>
$>
@
.D
@
#D
>
A
#D
J' ) % 2- 8) $ " 6' 0 FA
A*G
D
BC
D
-FDA/BN
@
.D
1DB GQ
FD
FD
=AO
B A AO >
@ D
UABN
.
#
-
FD
?
#ACM
.DB B
>>
A9 #D
DFC>
.A
.A
ABN
@ C
G B AI M
.D
.(,TAO
?#K
D>
@
#D
@ C
MBFA/ .B
O
@
#D
!AB
@
A/ .D
.F(
.D
@ F @ *C,
1D
@ F @ =C,
1D
GQ
TB
-
# @
G)
3DCM
@
# .D
D
# A
!D
A$G)
>.D
JA3A*D
?
(?
C
>(A #F(
@
?
?
8) '
!! "
B
%> M@ FD> @ C <1D @ F @ ! @ C,O@<2<.CA/ I#< 2 TA @ /G)/CMAI> @ L@ I D 4>#D'AC @G@ @>.C @D% A ,#> I@ A/C!<1< " A8@ 3>F, 4<. @ @ #>#D>.D @ A A8@ J > ? @? < @D% G #>#D>.D @ @! FA/A%>.D D >> @ C <.D @ F @ @ CTO@ < 2A >=@ 8@ ? L@ @8@ CM >=@PA/C @L> @ DO@ #> D B C>#> D>.D @ > @M@D% AMD > @ 8@D% A8@ AG 1< / !.> BN@A KA*O@ AB.> >=@ .> D @ B !#> D (? B (? T? AFCC! .A K9
> @ >
CPK>F,
E
+
+ ,; #" #' ' $ N @ < 7 ' >+ O@ < !> J < ,> 8@ D J < ,> L@ 0 F F )Q #> > > 8@ !> ) 0 F ' 0 F F 0S0 &$ 0 % F 0S% F 0 % 0 ) 7 0 F F 0S0 %30 % F 0S% %0 % B % 0 % + $ > #> > " ,> J FS' =D
D
5 BEB8) ) B8) I> #> > >
(?
.D
C
@
.D
K
5 BEB8) ) #> >.D
,? @
.D
B9B
K
B F I> C
:
O@ >
K
>
8@
>
@ F
@
C
?
?
?
(?
(?
?
?
?
?
(?
A ?
#D
@
@ C
D
/
K
TA?
8@
$ > @ >
>
@ F
@
#> >.D
B>
@ <
D
0$
,?
C
#D
O@ <
F
(?
># 8@E !>.D ?
(?
(?
?
?
(?
(?
# B>
%
D
!>
#
1A4
?
@
AF>
J < ,> 8@ D
,?
#D
.A/
)Q
#
)F +
(?
$
(?
%) #>
E #D
>
+
F
FD
.A/
,?
J ) F $ D
(!# -$&
@ C
+
"
G % G E G H #"
G ;
+
@ >
@
J < ,> L@ D
)<1 / !>#B@A9F(A8@G)9 O@ @ @>.C @D% A M@A8@ D% L@> I@ ?@M@ @ @ DO@ L@ >#D TB@ AA 2 A/ @ @ *O@M@I# > D#> %1> # @ C < D @ F @ @ CTO@ < 2A3FAM@ !BM@N 8@ DO@ C! I@ <1 / !>#B@A . >>>1<0# ,># F(D> @ C > !C> @A ? O@ @ B FD>.D @ > @CA-F(A8@ >.D& >#A TB@A/A @ >K@ D @D> M@ > D @ B !#> D . ? G ? @ @ @ B G2 .> A-C @ T >#A - @ FD> @ C < E !#> B@ A ,>1<0< 1< B A *.> BP #K@ .< >> @ C >>>1<0#> ? 1 @ %. > C @D% AD D ,> B> % ?@8@ @4G)C @ K.> DL/O@J @ (CI#> DO@ @ @ @B *GRBM@N %.> D @ FD> @ C 1< E !#> B@ A2FA.> D @ F(D> @ C 1< D @ F @ @OCMTO@.< A$%> @ =G)C @ A/ / ? O@AM@"M@ M@ G @/8@ ' !AOF @ F @ < / !#> B@A KUA3.> A/ %.> DB *G)C O@ > @ F @ 1< / !#> B@A 1 > D!*#> B'">> @ C 2A*FAM@'D O@ A4 AAGS8@ B @ D#> !#> D ? .
D
,?
.D
DA
,?
.D
@
7'
) 0 F ' 0 $ F 0 % )O0 B %30 &' 0 F 0 $ F 0 ) &$ O0 B %30 F 0 0 > > R" ,>
A ?
-! -$( /
D
N
#
@
(?
?
.D
@ >
F
# E .D
(?
H
5
> @
TA?'>
K
@ C
D
$
K
@
.D
#
(?
#D
H
1A4
DA
)
E
!
! "
) 0 H 5 B B $ ) $ Q 7 $ Q 7 7 7 Q < !> @ J O@ < ND 7 $ ' 1' $/' ) < !> @ 5 B B $ ) 7 7 $ QQ 7 %S% 7 ) Q < !> @ J O@ < ND 7 $ 7 % )/7 BKB < !> @ > ,> > < !> @ M@ 8@ EGH J D > < !> @ J D L L@ L@ >
@
@
1E #B A
F
@ F
@
1E #B A
F
@
K
@ F
@
1E #B A
F
@ F
@
1E #B A
.D
@ C
FD
@
?
G F
?
?
?
G F
(?
@ C
FD
1 / #B A
?
?
?
?
?
1E #B A
@ F
F
?
@
B N MG)/C
( A/ 'D
#< O@ & > L@ %>
7 Q $' ' '3' 7 Q ' ' 7 F3'
?
(?
K
#D
?
,K
>
#D
$
TK
@ F
,?
@ F
K
>
>
@
F
N
B O@ @ < 8@ !> F
@
DPB A/D>
8) 7 B
?
(?
,?
(?
?
(?
,?
(?
M@
>
.F
G
# #D
'
Q
7Q% 7F0 IFS' Q 7
7Q F 0 7S7 7S%
(? (?
,? ,?
> @ @
A/B .D
>
)<1 / !>#B@A
C
3?
')
#B@ A$G) H D! " >.D>#D @ ? O@ <1E !#> B@ AB 8@ L@ 'G)C F(D> @ C M@B @ D># %>.D!?@M@> F( G)F* !>#C @ A5<. @ @J D' @ DO@ ABM@N 8@ ,# > >> @ C K D @ > I@'>=@ / L@!8@A/F<# A!G)M> H D
#. > D.> D @ ? O?@ I@KQ O@ > @ 8@ DB@ @NA >=@ CFB&ACM#<1
+
"
+ + ="
B
5
$ >
+
( 8@
@ F
' )Q (?
J ED O@F
S'
+
O@ @ @ 8@ < O@
9A*A
$
B *G
) % E "
"
0$&/
C>#D
@
%
EGH
@
/
%!
/
>#D
ACT
@
B DA4 D%
@ H
G)
AF>(A 2G . > D ,? O@ #<.FO@*G O@ H B%> L@ %>.DJ B<#FCD > @ O@ .F AG J C8@ A/CMT >.D @ DVB A3 @ #>.DA4 !>#CI>#A %>.DMG H B %># 8@.> D ? #>.D>.D @ A8@ M@A/F<# A,># ' O@IAC @ <1D @ F @ @IC,O@
#>.D>.D @ J FD> @ CPK B<#FCD D3A/ # H @ > K@ A @ ,T& >.D>#D @ A8@ >#C /K@ C @D% A ,># #<0< #.< FO@ A=G FA8@ ? O?@ K@ K @ @DO@ #<0>.AE !>.D - O@* >.D>#D @ A8@ ,># > @ 8@D% 7.< D @ F @ @3CTO@ < = O@ 8@A/ JA8@ ,>#A K@ T ,> F( *D$A/CMT >.D @ J DK ,#> A%> @ D> BD% O@ @ !#> D #> D! L@ A/ A8@ @ /G)/C!D(B@ M@ <1E !> I@O ? O@-> @ A/ @/G)CMDB@ > A*FD O@ D @ @ I ,? # $ > @ F8@ (? J > D @ > K@A O@ AC @ @ @.> C @D% D O@G)F<1< F #.> D#> D @ AM@ N? O@ ##> D
%D
#> >.D
.D
@
D
=A( *A E O
+
$ >
J' ) Q $ @ 8@9' ) '
@ F
,?
)
@
2;
/G)CA
> K@
>
)$ $
@ L@
8@ <
@ A- AF
A
D G)
H
B
(?
> >#D
.D
@
,>#
) S$ )$
D
$
G
D
8) B
:%
!! "
B
> >#D
H@ H@ H@ H@
@
F
@
K
F
@
K
F
) )
K @
F @
K
K
K
QE *F
T?
(? (?
,?
?
?
?
@
H H
=
>A F
@ F
@
.D
@
@
#D
K
K
K
?
?
#< O@ A
.F
D%
G
,?
,?
>#D
N @
B8) > H B8) I> )$ H B8) I> R$ + @ 8@ < O@
C
,>#
,?
EGH R$
> T FM@
B
@
.D
> 8@
D"E@
L@
@>
$
0%$
,K
(K
.F
D%
A TA/ C
">
MA/FCMCM .A K
5
C
@
?
$
G
/
@
(?
?
(?
D
# B>
%
?
@
K
?
(?
@
.D
G
D
3?
@
%$(
/
)$
%>
B .D
?
? TK
2;
C
2;
>.A*O@A/B>.>=@'G)*AM@ %>.D
0$(/
T
J OD
J OD
@
O@
## < FO@A*G) A/CMT >.D @ >.D >.C @DA>.D A @B> B2 ? O@ C @ND D!%>1DB@ GR O@C @DA7>#D >#C @ DA%>#DUKD O@ AC @ A/ !>#A/ %>.BA D G O@ %>.DBN@AK8@ BN<.BF<1 8@ ? .> C @D(A%>.D A @ B > B <.FO@ A*8@ @DPBN#<#BF<. L@ PF(A%>.D @ O@G)<1<#,>.D @ G)CF<. + D
@
@ #<
,># M@ >.FA @ @%>#C @ D% AK O@ 8 @A/F<# A-8@"B DA%>#A/ 8@D% H #>#D>.D @ ? <.FO@ G) @DO@ #<0< !"AF> >
A4
>#A
?
?
AC,
G)
A
@ =@ ->
I' I'
#
?
?
B J > L@ ED B J > L@ ED
?
,?
G
#
AG
(?
?
DPB A/D>
>
C
C
(?
@N 7' ) 0$ F 0Q 0 1' 0 0 H !" ,> N B O@ @ < 7 &$ Q 7 %F ' 7S7 EGH H >
@N
A/
@
R *F
ACT
G)
@ #< F F
Q7 SQ Q
,?
7' 0 Q $ 0% B 0% B 0% %
A/
&' B ,?
(?
K
@
,?
,F>A
>
@
.D
FKF &'
#D
#> >#D %># 8@. > D
?
F
(?
@
,?
' ) Q + > + @ M@
>
#
#> >#D
,F(>A
>
#
.D
K
)
K
S' D @N H &
JF
AF(>
,?
>
E .D
F
)
#D
$
.D
8@<1> O@
#>
#> #" 8@ $ <1< ) F % 0OB 1' ) $ $ ) ' &$ 1J > 8@ 'ED ) $ J > L@ I'D ) ) FQ ) $ J > L@ I'D ) F ) 7 B 1J > 8@ I'ED ) B F )7 7 J D $ > J ) F $ =D @ #> #" M@ $ <0< Q % 0 M@ <1> O@ B ) B J ' D ) % 7 % 0 ) $ J E' D ) 0 % )
>A
@
.D
$
J D
'
)
8JOD
J D 8JOD
J OD
J BD J
(?
' )D (?
EE
!
:%
# "
B B
350
Mean Variance
300 250 Tau
200 150 100 50 0 0
10
$ > O@ 8@
*
*
LD
M@
' 0+
0%
@ 8@ E D J
@ F
8@ 8@N@
G)
20 Dimension
(?
C
>.C @DA>.D
0%
A-
>
A
@ 8@ A
30
2;
@ > B
B
40
?
@
N?
@
%>
M@
1DB A MD
ND(A"D
B D? D @ @ %>.C @D% A ,> %> I@ FE !. > DA J ? OD ? <1>#AO@ DK ># JAOG)FD(' E A8@ %>.D @ " D K 8@ >#FAACT >#D @ *O@ 8@ 2A O@ B DA/ D% NK = A?@ <1< ? >#A3 @"D H K A/ CMA/ @ @.> C @D% ALD >.C @DA>.D A @B> B CM#
-D (? $ > @ F(8@ (? A( *A * @ @B $ >.A$F
B -FAA1> D A/ E L@ A TA/ 8@CPK (? B >A#. < F( 8@LD O@ ,> B> % A TA4 L@C D D6# > C /K@C @D% 2D 2/%BA/ @ *A ? @ .> C K@ C @ D% A2G)/C .> C @DA.> D A @B> B ACT # > D @ A8@N@C > @ BDA%#> A/ L@ D% NK ##< F @ LACM#<1< K(D( ,#> D! @<1< ,> L O@ D !.> D F
8@
#> >.D
.D
@
J
%>
FA #D
D
@
F(>
)$
0%
E G H ' M) " 7 ' % +
8)
$ E
'%
=H
EGH $ EGH % (H
+
E
)$
%
) $
'0
E
EGH
$
$
+
0
2;
0%
;
2;
"
0
0
EGH 2;
:% )
!! "
B
8) B8) B8) B8) B8) 8B ) B
0 0
> C
K
K
K
K
K
>
K
C
> C
> C
> C
>
C
> J B
C
$
%
> JB
)$ )$
,K
(K
(K
)
,K
ED ED
K
B
B
)
B > C C
>
K
K
<1E !>#B@ A?
)$
,K
,K
,?
K
$
$ B > )$ ) C
) 0 Q 7 $ Q 7 KFQ ' 7 7 $ Q ' 7 ' 7S7Q 7 $ Q ' 7S7Q ' 1' 7 $Q ' 7 ' 7F 7 $ Q 7 S' ' 7 0 7 $ Q 7 7 ' 7 0 B 7 B %S% B ) 0 ) B 7Q Q B %S7 B % 0Q B 0 B:% $ B8) 0 B 0 Q B:% B:7 B8) &$ ) > @ %> @ >2;
TA?S
# BD(A/ D
.C
?
(?
(?
?
(?
(?
?
(?
(?
?
?
(?
?
?
(?
(?
(?
(?
(?
(?
?
?
?
?
?
?
A
D(A .D
B
C
>
)
' %+
&
K(FD
C
> @
!
C
(?
K
K
!
C
K
$
)$
,K
>.C @D(A%>.D
DA/ D% TA?
<1 / !>.BN@A ?
A
B
>
@ C
(?
C
K
C
K
<. %>.B@ A?
DA/ D% ,A ?
,? ,?
,?
(?
,?
,?
(?
,?
,?
(?
,?
(?
,?
,?
(?
,?
?
?
,?
?
?
,?
#F
'
?
?
?
,?
?
?
?
,?
K
D
@
>D
L@
G
,?
,?
,?
Q'' Q'' QSQ ) J
%
$
#>
E .D
.C
DA .D
A
D+
AF(>
#< @ & > 8@ %>
.F
G
# #D
)Q 0 F ' Q ) 7 F ) 0 ) F $ ) F 0 ) F ) 1'S' B $ ) $ ) ) 7 F ) Q &$ ) F F ) F )/) F ) 1' Q E@ + ) > @ > @ >2; 4H TK
C
Q
?
# B>
@N @ 7F
> @
KEF(D
.D
#D
!>
#D
?
(?
#< O@ & %> L@ >
,?
D
8) > H B8) > H
!>
,?
?
?
B
?
K D
?
B
'
,?
0 F F 0 % F 0 % %30S% B 0 F F 0 % %30 % B 0S% B ) 0 F F 0 % &$ 0 % )0S% @ >2; P" ,> ,?
)$
@N 7'
0
B
@ #< L@ F
@ D
8) B8) I> H B8) I> H
#
,?
(?
@ Q 7$' 7F0 7$$ 7$' 7$% 7$B 7$% 7 0S7 7S% 0 7 E) B
H & %>
' 7 ' 7 7 $ 7 Q 7 ' F7 ' Q$ ' &' % ' % ' &'S'Q ' 1K' F ' &' ' 1' $ B % BB 0 % B )0 B %' B8) B $ BKB 7S7 B8) BKBBKB 7S% EGH+ )
(?
?
B I> ! H
K
E .D
?
$
$
%
)$
@N
B O@ @ #< 8@ !> F F
@
DPBA/D>
?
?
(?
(?
(?
(?
?
?
(?
(?
(?
(?
B
B
K
D
2/%BA/
*A
K
>
FD
! "
EE
>.D
A/CMT
O@
D
@
=@ >A@ @ H
G
BD
L@ @ 8@
BD%
T G
O
>
G)
GH
8@
> FO@?
BD
!>
B
A
:% %
E "
#D
>.C
K
I@ @ < O@
2; :7S7 0
/ C
8@< %> I@
D% A-G2F
'>
0
F(
(?
< L@ @ #>#DO@+>$+FA%>#D @ >.C @D(A%>.D A @ B > B .F AG K$ 1 D ? #< !H !>#D A >.D F #>#D @@K B D A8@1@ @>.C @D% AJ D #>.B@ C!>1< A U? F><1>.A/O@=DKU ,># B> % >.DO@ A8@ 2AO 8@ " @ AM@ @ @ %>#C @ D A AF>A4 !> F( 8@ 8@ >#FA%< FAM@#<.FO@LG J B ED,> D KSA PD ? 'A/ #> C K@ C @ D 2AA8@N@D G) >.D% 8@C @1> 8@ CMFD% A*G9 !#> D ,K *.> B .> A > @ @ @B L@'A%>.D(B@ G) @/ 7# > D D> L@ %.> DL @ ##< FO@G .> A7.> /8@A< @ D% ? MA/FCMCM. > A8@ O@ @ @B OG .> D @ @ O.> C @DA.> D + G) H ## > D.> D @ K#> @ > K@ A 'A/C!#<0V < >F( "B DA%#> A/ 8@D% F.> C I@C @D% K@ " DFC>=@G*> @M@D% B &> BD ## < A @ > I@ 61< @ @7#> C /K@C @D% G) H %.> D=#> DPD BD% 8@T N?
G
>A/ .F, !
CM
$
0
M;
0
$
+
B
5
6"
%$(
/
%!
/
*
!
I-
@
+
G
0$&/
$&/ 8
L
$"% !
$"
/
O@ > > 8@ O@ @@ #> > H > @ O@ #<0< 8@
#< @ B O@ %> =@ > @ %> @ 8@ > #< =@ ?@@ O@ 8@.@ !> O@ L@ > O@ G@ O@ #<0> 8@ H >1<0> !> )@ @ J H D > $K@ @ @'> L@N@ > O@ > > &<1> O@ < 6> M@ M@ > 8@ !> > L@ !> O@ @ @ > M@ > > > -> $K@ %> 8@ <1<6@ @ %> @ 8@ B #< O@ @ 7> 8@ !> => M@ M@ $ @ > 8@ !> > > I@ #<1< > K@ @ B > M@ > %> M@ < O@ %> B %> > 8@ %> $ @ > L@ %> J O@ < 8@ => @ !> )D O@ > L@ %> > %> > 8@ 8@ O@ M@ <1> O@ O@ #< 8@ > %> 8@ < @ 8@ > K@ @ < O@ J
AC,
+
#A
@ D
D"D # @
B
G
.D+ B @ D @
T / .D
# .D
B @ D
@
7'
AF AC
/
7Q
AFCCM K
ACM
.C
3 A/ $A
ACM
G
#A
%
@
G0
'
"
C
,?
B>
.C
@
D
# .D(A VA
C
G
.C
N
?
KTD
)$
(?
D%
@
@
>
A
G)C
AC
K
>
D
BDA/ D%
)$
# #D
(?
@ T,
AF
NB A ?
A?
.A
@ FD%
.C
#D
C
*A
C
#D
' 9 ; !' %S% I; %
#
D
(?
D
D
#AHG)FDD" (?
D
CMA
*
? ?
>
D% VG
@ #C
)
D%
G0
# #D
D%
C
D
D
.DMA
%
N
?
2AJA
.C
>A
/
?
D
#D
) PD
)$
#
AF
3D
>
)
#C
?
JG
A"ACM
(?
B .D
F
D% AK
2/%BA/ MD
@
0)0 D
B DA4 D% *CFD% 2D
G)/C
H
#C
"
.D
= B(D
@
@
@ DB
.D
.DB A #D
B @ D
.D
#DB NA .D CA
@
D
/%B
D
AF
(?
#D
?
#DB NA L>
#A
I' 0
AC,
FA K2A/ / .D
K
>
@
A/
>A/ .F( KD(
AB .>
D(I B D
.A G A/
/
A
G)>
# E .D
>
?
@
#D
.BLA( *AJ
(?
@
) G
G$ .D
FE .DA
.D
E G H' %)
AF>L A/ A N?
.D(B A #D
#DB NA !G)/C
# #D
>
A
B
#C
*
JA
@ F #D
D% NK
VG)
>F( O>(FA/
A/ / .D
M;
K
N
.DB NA .D
.A
BD
F
2
D
A
.F
#D
A4
#D
# AD
A
;
#A
D
.A
.D
B # #D
# .D
>A/ .F,
)
A
H
AB D%
A*A *D
A/F
G)C
#DA KR
A/ .D
@
?
D
B DA4 D%
G
OG
# #D
"
@
.B
BDA4 D%
.A4 .B
#D
*
>
#DB NA .D
.F
NB
D
OA
>>
OAC,
BD(A/ D
.A
.A
#G
@
#D
D
@
.B'B DA .A/ A #D
@
F(D
?
:% 0
!! "
B
>.D(B8@ C @ D%
@
8) $ B8) I> H $ B8) I> H $
K
C
!
K
C
!
K
>
(K
(?
)
?
,?
,?
TA ?
DA/ D%
>#DB
?
(?
(?
?
?
?
?
?
,?
?
(?
@
NA .D
D
8) B8) I> B8) I> B8) I>
H H H
B I> ! H C
C
!
C
! !
C
>
,?
%S% + &
K K
$
K
K
$
(K
$
(K
$
)
(K
)
(K
)
@
)7
,?
&>#DBM@NA
DA/ D% TA ?
?
,?
?
?
@
.D
D
>.D
> @
' % 0 +& (?
F
@ K
F
@ K
F
@
$
K
K
@ F
$
H H H H
DA/ D%
(K
(K
$
(K
(K
TA?
@N 7F
,?
?
(?
,?
?
(?
,?
?
(?
,?
(?
)
>#DBM@NA>.D @
(?
,?
<1E !>#B@ A?
#< O@ & %> L@ >
'
Q
&' 'QSQB ) F ) &' Q ) F ) &' 0 ) F B &' ' %
(?
(? (?
(?
(?
(?
(?
(?
> @
FD
<1E !>#B@ A?
C
#<
D
#DA
.D
#D
D
G
.D
)F )
@<
)Q % 0Q
!>
E . (?
(?
?
?
?
(?
(?
?
?
?
(?
A/F>
(?
B
?
,?
*A
D
S$ 7 $ QSQQ 7$'
,?
(?
B
?
,?
%>
(?
Q
#F
?
D
$
' S7 % ' &'S'
G
.D
'
@N @ #< 7 ' ; > @ L@ %> !> 0 F ' 0F F 0 F F 0 % F 0S% % 0S% ) ) $ 0 F F 0 % 0/0S% ) 0SQ % B @N @ < 7 0 F 0 F 0 ) F 0 ) 0 0 ) ) ) $ 0 F 0 ) &$ 0 ) % 0 B 7 + $ #> 9" ,>
># 8@
)
L@
2/%BA/
>.DB 8@C @D%
7
Q) ) 0 ) F 0 &$ ) F F 0 ) QQ $ ) F FQ ) F % )Q $ )F )F 0 ) ) F % ) F ) E@ +
F
?
,?
B
.D
)$ )7 F $ )7 F )$ )7 F > #H
O@
@
DP>(D
> L@ %>.D
@ C
FD
>.D(B8@ C @ D%
K
) 0 Q 7 &$ 7 3' 7 /' 7 ' ) $ 7 &$ QQ 7 73Q 7 %/7 ) $ 7 &$ ' 7 7 % ' 7 ) E G H + > M@ >
B
#F
.D
> L@ %>.D
)
@
DPBA/D>
B I> ! H
@N
#< O@ B O@ @ #< & %> L@ > L@ %> F KF F B
(?
(?
?
?
?
(?
(?
?
?
?
(?
B>
%
E #D
A/F>
%
)Q )'
%
S'
JF
D
>
.D
E
O
DPBA/D>
8) ) B8) I> H B8) I> H B > H B > H B > H ! H C
C
C
@
F
K
K
K
K
F
@
K
C
K
F
@
K
K
F
>
@
(?
F
@
K
F
@
K
K
F
@
K
F
@
K
@
F
>
E #D
B
H 8@ C> @ 8@ O@
#FA
B B D
) )
K
K
K
K
K
?
?
(K
(B
?
?
?
(K
(?
?
?
(B
?
?
(K
#D
?
?
?
(K
(?
?
?
TA ?
>#DO@(B
K
!
$ 1J > O@
K
$
K K
K
(K
>#C
(K
$
.D
$
(K
(K
B
(?
> DO@(B 6>.C # DV #>.D>#D @ E
?
(?
? ? ?
L@
*
)
! -
@ %> @
(?
,?
(?
,?
(?
?
?
?
?
?
?
.D
'Q
?
B KF B B ?
&' B ?
QF ,?
QF ,?
H
,?
>.DA O@< %. > D<
!>
D
B
@
.D
(?
(?
?
?
?
(?
(?
?
?
?
(?
(?
?
?
?
(?
AF(>
(?
.D
$
,?
#D
(?
(?
?
?
?
(?
(?
?
?
?
(?
(?
?
?
?
(?
.D&G
' ' 7S7 ' 7 0 ' 7 0 ' 1'KF ' 7 $ ' 1'S' B8) S' BKB 7S7 BKB 7 F BKB QSQ BKB 7 BBKB 1' % #> > + E G
(?
8@ <0> O@ D
7
E .D
D
(B *>A
K
>#DA O@ < !# >
0 F ' @N 1@ #< 7 ' ; Q 0 ) 0 0 % FQ 0 % % 0 % ) % 0 0 0 % 0 % 0 0 % ) %S% 0 0 % 1' 0 % % 0 Q % B % $ @N @ #< 7 0 F )0 0 F 0 ) F 0 ) 0 0 ) ) ) 'Q 0 F 0 % )0 % 0 ) 7 ) 0 F 0 ) 730 ) 1' 0 ) 1' ) ' H > > + " ,>
.D
7
0
?
F F F F F F F F
8@ <0> O@ D
(?
7 7 ' 7$ B8) 0 ' B8) ) F B8) ) Q H
#D!G
(B *>A
B
$ 1J > O@
.D
$
TA?
6
K
)
B
A/F>
)
)
K
(?
5
)
.D
(B
)
@
F
)
)
)
K
H H H H H H J FS'
)
K
C
C
K
K
@
F
) Q $ J > @ D 7 $ Q 7 7 $ B 7 $ 7 B F $ 7 7 $Q 7 BF $ J > O@ ND B 0 Q B:% S' $ B B 0 Q B8) 1K' F $ 7 B 0 Q B8) 1' )
@N
B O@ @ #< 8@ !> F
@
:% $ B
!#%
.D
#D
@
B>
K
I@ =@@ M@ > L@ @ %> > B O@ O@ > =@ > E@ %> 8@ @ > @ O@ @ > O@ %> =@ > @ %> > H M@ @ C> 8@ @ 5>
@ H 8@ > 8@ %> O@ @ >
B => 8@ !> > =@ 8@ #< O@ > @ 8@ 8@ I@ @ #<1> %> M> M@ !> < @ < O@
8@ > O@ ,> %> @ L@ O @ < O@ O@G@ > 8@ !> > 8@
D% AI !>
#C
A/A
D
AK=A"
D
AB .>
"
>A
D
.D
D
Q) G
B .D
?
/ ?
#C!E
C
T
"
?
CM
G
A/A
@ D
.D
Q% G
B
.C
C
D
@
!> > @ @ D(C D 3 D AFA @ AK .A AB .> .D B .D ? ? #A A A8@ B %>.DPBC .CM D (B .C C D% .D(AJG ? AOC D !# > DO@ #> D @ B .D ? KQ (B .C
C
D #D G F # A BDA4 D% K *# > B O@@ JGSD .D(A 4 #D KD * .B CM M> A " #F D 2G)C > D!O@ 2 D% TCF(B D #A .DG .DA 4 .DA? . 1 @ .F OG N(A E .DAK FA .D
"
@ @ 8@
"G > D
' %$
A/
8)
(?
BC
Q%
A
.DA 4 .DAKA/M
A
FA/A 1DA
.D
B *D(
*A/ ?
ACM
(B
.F
.DA
G
.?
+
G
G)=A TA/ CAJ .D
K(
/JGHD
D
.D(A 4 #D
EGH K
#AJA
#
>
:%
!! "
B F
D
8) B8) B8)
B I>
K
K
C
I> CI>
H H H
K
C
' %Q+
>
(?
F
@ K
F
@ K
F
@ K
>D(
) 0 Q ) $ J > O@ ND ) 7 F ) Q 0 ) &$ ) ) $ B ) 7 F ) Q 0 ) &$ ) ) $ 7 )7 F ) $ ) ) H #> > > O@ ->
K
K
K
#D
?
?
,K
.D
?
?
?
,K
,?
?
?
C
(B
.C
17
B
D% .D"G
(?
(?
(?
(?
(?
(?
#D
% )F % 0 )F % )/) F % + H
'
B
(?
?
B
(?
?
B
(?
@
.D
>.DA O@ < !# >
'
.D
TA?
(B
@N 7
O@ F L@ %> F F F F F F F F
@
?
7Q B:) E
=%(BNA4
@
*A
B J O@ O@ < #< @ D @ @ > @ ,> 8@ > ,> H
@
> O@ @ M@ @ > M@ %> O@
%<0> 6> K@ @ < L@ @ B L@ L@ @ B 8@ L@ >1< @ @ %> @ O@ ,> < 4@ H ,> 8@
>K@ > K@ @ O@F< @ @ #< 8@ M@ B @ 8@ > F > M@ M@I> O@ @ #< L@ 8@ > > < @ @ #< K@ #<0< O@ 8@ > @ L@ > O@ > %> O@ #> > 8@ > O@ 8@ @ @ > @ @ " =@@ O@ I@ > @ O@ M@ M@ < H 8@ @
@ O@ M@ > > @ 8@ @ =@ ?@@ @ C> L@ H > > M@ @ 8@ @ @ %> L@ > @ 8@ @ @ @N@ C> L@ H > M@ O@ < O@ @ # H > @ @ =@ L@ B J > O@G@ O@ > 8@ !> D
G
G F
(B
FAA
>
' $
(B
N/A
.A
A
G9
>
.A
D(M
D
@
#D
,?
B C
DB
(B
?
.AJ
A
D
.D
K
#B
FA
MD
0'
E 2 .D
/
3G)FDB .D F #D
.F A"A D% DB
>
G)FDB #D
*
.CFC
,B
B
>
.C
(?
C
' %'
FAA 1D
K
D
I"
C
+
.C
B
#DA / #D
*
#D
D% 2>
N %Q ?
M@ L@
&BC
A/
@
A
E G OH @
.A-A/
.C
C
=A ! D
.A
#A
(?
7
?
G
D
.A
BBF(B
1B
>
>A
#D
D
=
E
(B
B LD
L@
O@1@ 8@ ,> > O@ #
A TA4 CP?
D% BC
>#DO@(B
(B "
.D
(B
#
(B
BD
>
F(
.DA
*A?
D
>
; #D
.B
/ ?
%
A K
=A
CM >
N
*
-2G)FDB #D
(B
BNA ?
.AVD . @ FAH
SB # #D
@
M DA/B
2BNA/
K=>F,
! A4
.CIFC
.
G
D
O@
@
J > @ @ M@
A
.D!
BB FB
AC
D
.CM
5 9 5M7 7
/
H D > L@ %> F> <
> > H O@ J D > @ > D> 8@ < @ ,> !> 8@ @ O@ @ L@ H > O@
@ %> > #<1<
(B D
@
7'
8)
G
F
.B
D(B >
.F
A
GVBCCD
?H +
D% .D
.DM .?
# A ?
.DL
FA?
NK
E
AF
G
?
1 @
D
.CM
FA
#F
>A/ .F, LD
D&
C
D
%/"B
!DFCI>
A
DPBDA #A/ D% .A
+ S'
,?
.C
AF>& A/ -A
D% A
#FA
.DA / .D
A ,A4 C
D%
B *
D
A4
7Q E
G
@ ?
D('BD
D
@
# B>
CM
D
C
?
>A/ .F,
#
.C
BB FB
< L@ > K@ @ @ I @ > > !>0<1< M@ @ (?
D
D('
P>
O@ > > J E@ @ @ !> @ !>K@ !> '> !> J > @ < 8@ M@ L@ @ M@ 6>
FA/A
#A
.A
(B
/*F
#C
#C!
A
G
)
A
(B
>F,
/
(?
D
A
>
@
.D
DB P>
@ %
D% A
N
#D
#A/
D% A
/ 0 > : - 5 93 0 > : 587 2 M3 7 3 9 : > : 5 ; 9 ; / ; / : > 5 9 5 9 -
,.-.-
(? L@
C
.C
DL
#C
!F(A
A/FCC! K
D
7
.
#DB NA
P>
))
(?
(?
+
N"
AA
D
7'
KA
B A/A L B B BD
D&B
.D
DP
(?
9' % Q + >
#AJD
L@
OA( *A9A .C
1 @ A
A
=D
&>
A ,A4 C
#
.F
#
A/
(?
#
G)F(D
BD
TF
>
A
DA/G
B #DAG D @ > I@AM >#C A< @C @D% !>#D G O@I. > DO@ (B >.C #D S H J BC >A< @ M@AF<# A G) H
>#C
L
@
)D
E
"
D
B I> C
B I> C
K
K
' % 'E GH
D>.D @ + >
K @
F
) )
@ F
K
K K
7>.DO@
B TA ?
)$
J > O@
)$
.D
>#C
B
B
?
?
D
B I>
K
K
B I> C C
>
,?
>#D
@
M@4>
.D
G)
K @
F
C
%>
#AD
' % $D
K
(?
B
.AA/F
>#D
K
K
?
?
? ?
?
@
?
.D
O@@
=@@ 8@ %>
O@ O@ D
*
?
D
D
K
?
?
?
?
?
?
?
KID
?
?
?
(?
?
?
?
(?
/
.CFC
'
!>
#
' &' ) Q
$ 8) 8) 1' Q ' 88)) &$ ') ,> ?
)
(?
?
(?
F
?
(?
(?
?
O@ <
$'
)
>.D
@
->#C #D C! >=@3AF @ %>. @ A%>.D(B@ >.A D O@ 8@BD> FO@
$&/0$&/
' %S7 M@ H #> > ,> > > O@< L@ @ H > K@ @ 8@ 8@ 8@ M@ < #< @ > > ) $'> >
>
.F
(?
BC
A3G
KTD(!BD
B # #D
?
.F(A
D% #2A
.C
D
D" >
#
G*
@ % 3>
C
B>
L AF
@
.D
?
.A
.D
.C
#AV-A/F
# "
A/*A
.A
CA9 E
@
.D
D%
@
K,
1 / *E 3
@ A
#F
# >
.A
#D
>
3 A/
JG)9 .D
@
.D
A*A
B
A
G
@
D
G
A/F
# A
N
D% @
?
#DB
D
.D
AC,
G)
D
A
.C
>
B
/G)/C
,?
D% A$CM
?
D
# $A
B
A
D
G)F
(B
4G)C
D
.AVB C
B>
%
?
,B AAG9
E #D
V A
C
MD
#D
O
(B
O>
@
AA
.D
@
(K
>A LD
A4 2B D
@ A
A/
.D
#D
A .DB
@ F .D(AVG)
.C
C
D%
?
(?
B C
A
D(
>
#D
%>
.
.D
?
?
!
@
.D
>#DA
.DA
B
F(AF
T A B .D
N
0Q 8) 0QSQ :) 8) :) 8) 1' % :) 8) 1' 0 :)
?
.D
#D
?
"AD( >
B AD>
@@ A/ A2 2
@6> O@
>F(
K
>
>.A=AF
?
GSB #B KUAA/*D
5
K
?
>
> @
@ F
K
K
?
@
) Q ) $ B>0 Q B:% $Q ) B8) $ B>0 Q B:% ) ) $ B>0 Q B:% 8) ) $ B>0 B:% % H =@ ?@@ #> >
K
@ F
' %S7 +&
ACT
@ F
K
K
B I>
C
H
C
B I>
K
> B O@ @ < 8@ !> F B B B B B F B B B B B B F B F BB B B B
0
?
?
3?
)
@N
B O@ @ #< L@ %> F B IF B B F B F B B
' ' Q S Q Q B>0 B:% %S7 :) &' 8) 8) S' &I$ FQ Q B>0 B:% ) :) 0 8) % 0 8) ) F J > > )D
.D
#DG
BA/D>
M@ <0> O@ D
(B >A
@
:% Q B
(B
.C
C
D #DA ( #D
@<
:% '
!! "
B
@N
L@
7'
@ #<
D
!>
H ) $ ) )$ ' 0 + H J > O@ ND
@
F
>.D
>
(?
K
K
> @
@
.D
K
@
>
J@
(B K
.D
K,>
TA?
B
<1 / !>#B@A ?
C
BD
J@
(?
,?
?
?
,?
(?
(?
,?
?
?
?
(?
(?
(B 2D
#> >.D
8@ <0> O@ ) % ) $ J '6> 8@ )D ) F ) ) $ J '6> L@ D ) ) + $ >A
H
@
F
@
F
>
.D
K
K
(?
K
TA?#
<. %>.B@ A?
@ C
# A
(?
/A
(?
D
B>
F$
%
.D
@N @
0OQB 1' ) 7 )$ 7 @
0
,?
S'
#>
J F =D
AF(>
(?
0% %
?
E .D
7'
@ #< F F
0%
?
?
N
B
?
#> >#D
D
A/
QE *F
(?
K
M@
%
,F>A
@
>
B>
"
@
#D
$ <1< F F
.
K
.DA
,?
.D
) 0 F ' %> 0$ F % 0 $ F 0 ) $ O0 B %3Q 0 F 0 0 ) B 0 $ F 0 ) 7O0 B O0 B %0 7 ) % + $ > J ) F $ D P" ,> #D
$ > < > O@ <
.D
@
>
K
FD
E #>.D AF>M >.D>#D @ AM@ ,> F(D> @ C <1 / !>#B@A K(D @ >K@A2>> @ C #> >.D @ A8@ -8@A/F<# A? @ 4G)CA A%<0> @ % %< 2A8@ D O@ L@ A/ A8@ >F( >=@ / L@*DL O@ >.D>#D @ A8@ N? DA/FCMCM K# > $A8@N@CA2 > @ @ @ DO@#<1<" F @ H @ > K@ A2A%<0> @ % %< >=@ / L@ = L@ A/ A8@
O@
D!
#<0
A/C!
> @
D&FD
C
@
@
B
5
*
;0&
O@
L@ O@
/H
?
$"!./0 !
@< L@ @ !> %>C> #<1< =@ @ L@ O@ @ M@ < > O@ #< > > > < @ ! %> @ ,> K@ %> @ 8@ @ %> I@ < @ @ %> !> O@ 8@1@ !> > @ M@ M@ C>1<1> %> > %>C> #< 4@ 8@ O@ <1< %> N@ 8@ O@ < > < > > #< < !> O@ > > #< O@ O@ %> @ > > > ,>1<1< > K@ %> !> I@ %> @ L@ %> > #< O@ > O@@ O@ > 8@ %> > > M@ O@ C> ,> N@ > # #< @ !> @
O@ < > M@ @ < > !> @ !> E@ ,> <1 < > @ O@ <0< %> N@ @ %>K@ < <1> !>1< @ 8@ > > O@ $ %> 8@ > @ %> => %> !>K@ O@ > L@ O@ <1> #> @ @ < < O@
<0<
T D(
@
ACT A .DA
.A
#D
.A
.F
F #B BNA
D
@
F
B F
.F
#
.A
.A3D
#C
F #D I>
.D
@
AB 1
?
@
@
.D
A
.D
C
.D
#D
*
&G)F
-
,;
C
>
#F
F
%B
K
*
A
"CM
D
D'AFB B A/A
D
# K
D
D
L
F>
.D
FA
2;
@
B
AOG)
MG)F
F>
A
.CFC
B
FA
G$
#B F(B A"
VB 1D(B A ?
#
F #DA
FA/A 1D
B .DB OBA ?
IG9
.AA
.DB A
3G)F
1DB -F
.B
T D
ND(A*D
G
, D
#CFC
A
.
.F
. U
D/C! J
=
.A
P
@
AID( @
.A=
.B
.DA
A
KQ
1E .D
TF #DA"BND+
?
B .B F
PA/ / .D
?
B
*
1D(B -C! GH
F
.B #D
. "G)F(DB .DA
BD(A/ D
#F
#A3D
#B
C!E #B A A
8@
BNA K>$L
A DA
D
JFC
N@
B AMD
.D
F
>
B 1DB
G)F
;
D
/G)CMDB
#D
A/
.B
#D
@
9B .DB
#D
@
@ .DL
FD%
R
@
E
% 4
>1 @ B M>AM@ <0>.DO@ A B CI> K H F @ K CI> K H F @ K B CI> K H F @ K
0
8)
$ <1< B I> B I>
0
8)
@
>
K
H H H
C
K
H
C
I>
C
B I> C
K
K
,.- .- $
F
@ K
F
@ K
@
F
K
,?
>
> 5> 9
3
B>0 Q B>% ' B 1'KF 7 S7 7 7 &$ Q 7 7 1J D B B B 7 0$ B BKB 7 %S% ' 1K' FQ ' $QSQ 7 ' > #< H
)
$ )
B
$ ) %>
(?
?
?
?
N@
B .DB TA*
(?
?
(?
?
(?
,?
?
,?
1 @ D
7 ; ; : < 59
<0<3B>1DBN@ H
$ )
F
)
?
K
@ F
BA/D>
) $ ) $ ) $ ) $ ' 0 ) +$ <1<
B 1D(B
F
) $ ) $ ) $
D
@
?
@N
:% 7 B
> O@< B @ @ #< !> L@ %> F B B KB B B FKF F B F B L@ %>
0
K
'
' 7S7 1' Q 7 7 '7 $ 0 0 7 F B Q 7 ) B B B ' )S) B B F ' &$ B ) B
.D
8) 0 ' 8) S' 7 7 $' 7 % 7 % ) % 7 0' 7 00 7 % 0 7 % Q ' %S7 ' ) ' F$ ' %' EGH ?
?
?
?
?
?
.D
?
?
?
?
(?
(?
(?
(?
O@
G)
C
@
K
ND
?
(?
?
(?
(?
?
?
?
?
?
(?
?
(?
?
D
+
0%
H
0%
+
)
EGH
9' 0 ) 0 8)
8)
' ))
@N
7Q
7 'S'
@N
'0
&$
0 Q '7 ) 7%) 0
#
5> =>.ALD @ B@ AA +FAM@&> @M@D% <.FO@ ALGIA/CMT >.D @ D%1 > DB@-A O@<1 / L@ ODO@N@A3CMM@ AC, >.D @ + = #<.F @A # > AL8@ TF.> 8@ AL O@&FAM@ G O@ G)C G- O@ D 8@&FAM@ ? F 8@ @ TF !>#DA @ > I@D .> D TF !#> DA J ? ED J ? B D? D (#> %.> D KG)<1#< ,.> D @ M@ <1>#CI>#D @ @>.C @D% A5.> D" .> D#> D @ K @ #> CFC > @ <0.> T, @ A/ !#> C!E L@ G @ B >1D(B@K *>.B > A FA8@ A @ .> F#> D AC, .> D @ KVA #> A 1> @ D#< . @
'D' O@ @ D# > C @D% A28@ 4 L@L>=@ #< K.> D *.> B A.> D @ C< @ > L@ %.> DMG .> D#> D @ #> A2FAM@ G @ @. @ @ OD > D> !1> < G)F<0< B%.> DB@OCMTO@< G)C 1> @ D#< -FAA1> DMCMTO@ < ? . >A < @ ,? L@ > K@A M@AF#< AG)/C .> @ D#9 < D&G)F<0< B %1> DB@- .> D#> D @ D O@ $ B FA ? F<1< B 1 > D(B@A ,A4 L@ CMA!8@PCFB> @ L@ F.> D>A#.< F( 8@ 8@/CMA D O@ #>
BFD% L@ 4 A,> O@ AC @&DFC>=@PGC > T F8@&BC DO@ D A? @ K@ K H .> D#> D @ @ > K@ A A< @ AA #> C K@ C @ D + B (? K BKB ? D F(? M@ .< !> K@MG) @
B K D( B -FAA A/ L@ 1> @ D# < A ,A4 L@ CMA M@A @ B !> K@< K >F( (? K ? D F(? 8@1 < %> I@ G) @VG)F<1< B%.> DBN@HA TA4 L@CA? .> A #> A @ @ B 8@IA.> DBN@9K@4 #.> D#> D @ .> A C8@ >A G= < @ C ,> C8@"B C A< @'A TA4 L@CA-D .> A BD&8@(FB@" @6.> C K@ C @ D% G)C # > AB.> C .> DE !> I@M ##> D.> D @ ? O@ H B %# > 8@.> D AMCF(B> @ O@ #.< FO@!G) H #.> DO@ A8@ AK$G) @ G)F<1< B%.> DBN@!A TA4 L@C + G) @ >
D
B FA/A%1> D A/ L@# A8@ NK > %#> A8@A3F%#> D @ #.> D.> D @ G)/C (? ,? .> D @ . > @ D< BNA8@ DLG)C (? I (? > DL O@G)F<1< B1> DBN@3BA8@? . 5. > A7#> D 8@M@A/ %.> D @ MD L@ * O@ H ##> DO@ G)F<1< B%.> DB@ FAA A/ L@ A ,A L@ C KH (? KQA- O@M> @ A/ GD$ A TA/ 8@C 8@ 4 L@ O@M@? C.> C >1.< G)F
BDA/ D%
.DA
%
7Q'
P"
>0
!! "
B
@N
J >
#<
H
%>
BF > B F I> C
)
C
K
J $ <0< > @ D H B I>
H I>
8) 0 F
J >
C
C
)
C
%>
)
$ $ ) $ $ )
8) 0 ' 0 % ) $
)
B 1D(B C
C
>
K
K
(?
F
V #D
8@ <
)
$ $
=@
>
AOBNDD(
(?
G
(K
(?
*>
EG0
>
#> O@
)
,A
>
9G
#D
@
.D
%>
@
(?
,?
?
?
,?
?
FA/A 1DA
@ > @ N@
?
?
1 @ D C
9A/
0 !> % %' % %7 7
%S7 1' 0 $ %' % %' B %S7 ) %S7 B
(?
?
(?
(?
7'
?
@ #<
D
!>
(?
?
?
'
F
0 B 0 1' !> % 0 $ %7 0 S% 7 B 0 % S% 7 % + $ > ?
(?
?
?
(?
# B>
> T F(8@-BC
2A9G)FD(
6" ,> ) F L@ O@ O@
D
8@ > #< @ L@
CM -
?
'
F
#D
1 @ D OG)"
>$'FA .D
>( #D
A/ VDFC>
,?
?
. .B A?
' O@ @ =@ ' &$ Q L@ H #> > I@ %> I>0< @ %> N@ ,> QB < IL@ @ @ H AF
!>
AF>
#D
)
$ $
@ C
K(FD
?
?
,?
B .DB
@
.D
0
#D
,?
J $ <0< > @ D H B I>
H I>
+ $ 1< < %> N@ > > > < %> @ F
L@
#D
$
K
F
?
@ D
C
?
B 1DB
BF > B F I>
)
0 % L@ B ) 0 ) % 0 Q % ' $Q S0 % &' O0 B 0 @N L@ ) 0 0$ F Q 0 $ F 0 ) O0 B F L@ B ) 0S% 00 F H@ " ,>
$
)
K
#<
H
K
00 0 0 0 0 0OB
B 1D(B
. @ D
@ D
B 1DB
. @ D
7Q
1@ #<
D
>
?
@
%
)0
.D
O@
D
D% A ?
,>#
K
D
G
N
O@ ## %&B F(A? > D'G)F<1
#>#DO@ A TA4 L@CA #>.D @A TA4 CA? @ > K@ D&A @ D ? >A/ .F, G) ">1 @ D#
G
AA #C
@
(?
.DB A
"
.C
1
.C
D% AD
4G)CMDB KU>$P>
K
G
L
F(
?
B>
>A/ .F, G)
L
'
N
$
E E !
8) B8)
H I>
C
5
(?
B
)
K
B *G
%$(
/
K
K
$ 1J M@ <1> O@ D $ $ >A
(K
,K
>#A/ >.>F, !>.DA2K@
%>
&(!
/
;
C
E .D
?
?
?
?
,?
?
?
?
?
?
,?
?
@ % *DL DA
$&
%!
K
>.DA O@< %. >
) 0 ' ' Q 7 &$ Q 7 737 7 $3' 7 F B $ $ 7 &$ 7 B8)7 0 7 % ' 7 F B ) @> %> !> #< @ +E G H
#D
.2
$ %
5
,.-,'-
G
K @
F
)
@
F
K
>
H
K
@N
B B
B O@ @ #< 8@ !> F
@
DPBA/D>
B I>
>0
#
.F
.D
0"
$
A
3?
/
%!
3 5 ?< : 2 > 9 5: 5; 9 > 9
"@
00
5;
%> #CFC > @ <0>.T, @A4 !>#C! 8@AG O@"?@ > @ % PD DA># %>.D <.FO@ A! G)C %>#M>.A/ %>#>F( !>#DG) BC>>.D !>#D,># O@V>#AB>.C >.DE !> I@H> @B %> I@VG)F(DB %>.D ? O@ A8@ %>#ARM@ @ @B 8@ / D G) H #>.D>.D @ D #>#D>.D @ A%>#DB@9G) H #>#D>.D @ *>=@VCMM@>.C ># OAC @ !>.C @A @ DA3 3BN@4 #>#D-FAA1> DAO K@" @/DFC @E O,B BF E !>.D />>>0<1> K%D(M >.AVBNDI @ % A$> @.> D @ A8@ = N@/? @.> C @D% A=M@ @ /G)/C D< @ G) H .> D#> D @ ? #> A4#> AOD @ @B L@ !>=@A%> @ D> BD% 4#> AA/FO@ A%>#DB@G@ K@D D *F %>.D @ O@ @> @ % AODP D(A%# > %.> D(A #<0< CM I@ A5<0#> / !A< @O> @M@DBN@ J E@B %.> D1F(? ? D? >A < @ (? @ > K@A @ @ %#> C @ D #< M@A/F#< AJBC .> D @ O@3FA8@G ?@ > @ % *D D(A%#> %.> D ACT # > D @ ,#> &>A8@<1#> DO@ A TA/ L@ C ,> F( AC, .> D @ ? O@ 8@ > A D B DA%#> A/ 8@D% # > @ 8@D(B@ *O@D @> @ % =D DA%> !.> D"AC, .> D @ .> A$O@ ? ?@ I@ K( #> A .> A<1 > I@< &>=@ FO@L D(C 1 > %.> D(AA%#> DB@L @P> @8@ DB@ >=@ ?@@ D O@ AM@ AF#> A $ !# > D$? IG)F4 O@ #2 A/C!#<0= < AM@ / !.> D @ B K B .> AI8@B CC @ DO@+A.> DBN@ . > A!AM@@ CMA <0> @ < + @ > I@'C8@ A8@ DA%#> >A< @P DA%> !.> D D @> @ % ##< FO@A *O@M@D BD(G)FA>A < @G@(C C< @A GH / %.> BF1< =A/ E L@ DA%> !#> DLC!E %> L8@ #>1.< >A< @?
1@ A
<.#>.D @ >#D
!>
B .D
?
B > >
?
K
#
#A
A/A .>
"
' 0S0
0%
+
; 9.: 3 0 :
3 243 9
D
A/A
BC
+
A4 @
.D >
.D
D
D
B
ACM
BND
G)FDB .D
SC! @ .D
?
G
P ?
NB
T
C
>
#A K
#D
G)
#C
A
A
HDMBD%
-CM
G
D% 1
>A
@
>
.AD
E
D
D
# &
D% A
B
CA
+
- .D
#D
@
#D
' 0$
!
>
?
(?
D
@
B D%
,
B D% T BC
3
A/AOD'
D
D(
+@
F
M@
A APG
!> L@
@
D% . L
@ .< TBN#< > O@ @ D(O@D%
B L
H
D%
L@
MB D% T ?
, #D
A2B D%
+ @ M@
G)
@
D
(B - E
D T
A 3>F(
DB >
@ D .D
@ D(
D%
@
FA #D
(B D(
,?
+
/
#
D ODP
A
.C
@
D
@
2;
@ @> @ %> '> %> O@ 8@ @ @ %> @ O@ 8@ > 8@ @ L@ %> O@ I> O@ #< %> J@ > O@ ND > H
@ %> I@ %> L@ ?@ I@ O@ L@ ,>1<0< > @ 8@ %> #<
?@ O@
O@
3 9.:
-
+
,.-,'- &
-
A/ 3A K
8@N@ A
#< F >
CA$
M@
KQ F(B .D
@ P> @
@
>0 )
!! "
B
#> >.D
8@<1> @ ) % & ) B J '6> 8@ )D ) Q H ) B J ' > L@ D ) J FS' =D > > 8@ F
H
>
>A
>
(?
%
# A
K
E #D
A/F>
>
)
K
@ F
K
K @
F
) )
@ F
)
@ F
K
(?
.D
K
A
8@
2;
K
K
J
$
J
A
%>1
D
A
#>.D>#D @ ,> < O@ + ,># B>
O@
BC
"
5 M3 9
#"
A
E .D
?
?
?
D% ID
# B
D
(?
?
(?
?
?
CMA
?
?
,?
?
?
?
,?
(?
?
?
?
?
,?
FA
A/F>
AF
#
.D
>
V .D
.D
@
#D
A
2-
G D(B
A
@ O@ #<1> %>
@ D
3 : > 9
.DB .F
M@ < 5> =@ 8@
N .D
?
5 2: 5 ; 9
B O@ @ %> @ @ !> O@ => @ !> 8@ L@ @ 8@ I@
.D( >
D% #D
.B
B
K%FA !
#D
"
L
D
G
I-
K
#C
3DC
.A>A
1 / .B A ?
G
/
D
IA
.D
D% A*
! D
.CM
-
,B #FA #D
B @ D
E .(K,A/C
3G
/=G)JD
B B D
#A
.C
#A
?
#C
G)C
#ASD
=>
#
*
B @ D
#DE .
# .D
+
D A
#DA / .D! 2
A/A?
F #D
#D
Q >0
D(B
-
9
G DB
A/B .>
/A2G)C
A/F
@
1B .D
# A
1A4 *B #FCDLG
.D!
D(
= =
D
AR
.A2A B #D
D
>
' 0Q
(?
.A
A/A .DA
.D
>
.A
#C
D
.A
.DA / .D
#
B
# *A
F(A .D
.CM #DMG)
J
G F
-BFD% &A
4G)C
A/A #DA 1
D
B A
# L
@
I>
1 / #B ?
@
F(A .D
.A
+
AA
D% . J
D
@
# #D
@ %
IB FD% A3A/F>A4 # F( #DA* E 3C
GTA
KUFD
FA IC,
.D(A 4 #DA? #DB
@ D(C
1 / .B A->F(
A .A
+
.CM '
A//
.D
4 P
DB ID
B B I DAB
BB
A3 M>
?
F
.A
G DB
D
?
* BD
.DP
BF(B AC
B #D
PG)FDB .D
.D,G)CM #D G0
.D
.D
@
D
D
.CM #DG
QD
N
.D
@
@
A/F>
?
3 5 9 : < 3 3 ) 3 3 9
Q)
?
,?
?
A//
F
,?
?
E #D
1E #B
.D
?
?
(?
K
#
?
DB D
D
#DA
%/
M@@
>
.ADPA
(?
8@ !> ; #< ; #< ) 0 F ' > O@ < #> < !> @ @N @ #< 7 ' !> N J D Q 0F F 0OB 1' ) 0 F F 0S0 %30S% F 0 % %30 % B % 0 ) QQ 7Q ) N@ D 0 F F 0S0 0/0S% F 0 % B 0 % % N @ < 7 Q 0 F 0 % %30 ) Q 0 ) 0/0 ) B ) ' N@ D 0 F 0 % F 0 ) 730 ) F 0 ) 0 ) $ >1
$
AF(>
?
D
N?
%>1
D
,B #F
B # LGS
>
TA ?IBD T .D
(?
$
1@
@ > >
$
K
KD
,.-,'-
G
@
#D
D
D%
(?
,?
D
8@<1> @ D
B
V .D
?
>A
A
@
A4
?
(?
D
0OB &' )7 7 )' $
@ @N @ < 7 ' @ #< 7 Q 0 F F 0 F 0S% % 0 ) % 0S% 0 0 ) &$ @ @ O@ ?" ,>
@N
R *F
?
A
B D% T
H
@
>
8@
TF>A
(?
K
K
K
H H H
.D
"
@
#D
$ <0< F B F
E
=FDL
K
D
DCM
?
.F
?
.DA
E E !
D
)
C
K
K
@
F
K
@
F
K
>
(?
G DB
>
8@ L@
C
(D
(?
?
?
DB K
(?
?
?
K
B B DA/B
@
O@
D
K
,># @ ># O@ B
E
L@
!
(?
D
#DB #FA #D
?
?
?
?
>A
?
?
?
?
?
?
(?
' 8) 1' )Q 8) 0 1' 8) B 1' ) 7 B $Q 7 %S% B
(?
?
.D
?
@
D(
< %>
,B #FA #D
'
?
(?
?
(?
?
(?
?
?
?
?
G
%>1
@ < > %>0 O@ ,> I@ @ O@ @ #< L@ M@ O@ @ #< 8@ 8@ I@ #<1< O@ M@I> @ @ O@ !> O@ J @ L@ > 8@ M@ I@ >1 > 8@ O@ !> @ > @ @N@ @ O@ O@ C> !> 8@ => C> 8@ H #<1> J > @ @ O@ ,>1<0< !>0<1< =@
> @ M@ J @ @ #< L@ > O@ M@ O@ @ > L@ %< >K@ @ > O@ =@ L@ M@ M@ < B
#D
#A
.D&D&
%>
#D
K
>.DA O@< %. >
A
IA*AJ
A TA4 CP?
DB K
' 0F O@ @ + @ O@ M@ %> > !> < B !> >N@ (?
>A
#D
?
DB K
.A/D'>
?
D(A
D(A
.D
D(A
K
>A
@N
B
B @ @ #< L@ !> F B B B B B B B B B B B F
0Q 8) 0 8) $ 8) 0 8) :% 8) %S% 8) 7 ' 7 ' 7' 7 %S7 7 0
B I> H ) $ J 8@<1> Q@ D B>0 QQ B>% S$ J >1
@
B A/D>
>0S%
#
1 / .B
(?
#<0 A
MA/C!
8)
B 8@
C
.C
G
7Q
,B #F
*
B .B F
C
AF(>
A
D% D
A/
1
DB DLA/ @
1E .D
A
A/ E ?
2 +
EGH
NKQA
@ #DD
FA/A 1DA
D
@
#D
C
D
=" % ' 0Q
FA C,
IBB FB K
D
B
F(A
DB
G)C
#A-D( >
# BT>
(?
BD
,?
.A$G)C
M A/ A -D(
'A
7'
@ ?
%/ @
D
*DA TA4 CA
' G D(B ' D
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
AB
@
+ L
,.-,'-
5: <
/
> 5> 9
; ; 59
3
H
+
#> >.D @ G B D% !>.DFFA 'A K %>1DB@ A!M@L >.BN<1< BF( M MAC @ C >.D #<#FO@? D A TA/ 8@CAP>(F>1< ,># K*%>.DB@,=>.A! >#BN#<0< A8@ L AC @-ACM#<1 < G)B %>.DPG O@ %>.DBN@ GH O@ G)@NB>#C @ DA%>#D J @? @ ? B B ED? / %. >#A > B F1< O@ #>0<4>.A!M@ < C @D% !>#DO@ >#D A @@ B M@A8@B F><1>.B !>#D K >F, K># >.D @@K '.> B.> D K >.> D @K H C> @BB.> D> A8@D>=@ @ K B >.A C @D% !>#DO@ E %. > DBN@A M@T8@ + O@ @ B@ D% !>1C< @LG* O@L.> A/ %#> >F( !#> D G 1> DBN@A6>#D @ A8@ N? C @ T2A A> @ G) H #.> D.> D @ K DG)FD(& @ > I@ D
D #D
>.CIFC
N
)
N
:7S7 )
>0S0
!! "
B
I@ @
M@ < !> I@ O@ @ < 8@ > @=> B < L@ # H > > ,> O@ O@ < < L@ @ O@ < H #> > M@ ,> O@ F #> > 8@ ,> @ #< L@ @ @ #< 8@ 8@ O@ <0>A@ L@ #@ > 8@ !> !> @ ,> < < 8@ O@ #< O@ 8@ < > O@ 8@ @
>.C
/ C
) %
D% "
2A"/FD
(?
,?
.D
A
(?
"
# BT>
+EG0
1 LG)C
,.-,'- @
#C
G F K
NB
G F
#
> 9
# E .D
@
.D
F(A
@
#D
.D
@
#D
; 7
@
&
L>$!-??
>.D
D
@
.D
8@
&
H
> 9
G F
#
- A4
59 > : 5; 9 ;
7'
A F
E G H 8@ K@ @ S' $ > #> @ H %>
?
#D
#D
A
E .D
,
@
%>
D%
K=D AF(>
3
,
O@ & > @ @
%>
F .D(A?
.D(A2G)2
F
1D(B
> 3 7 ;
C
A
3KHFA #D
.C
L
N?
#
F
"
@
C> .
AF>
D @ ##< F %>.D G) D$K@ AE !>.D#< B K ># >#D>.D @ > @M@D% <.D @ F @ @!CTO@ <#AI F 1 @ #C /K@ C @D% IG (? >A/<.F, L@ BF.< >=@>( >.DO@ M@ <1E !> I@" D >#D># %>1#< GJF(D ? @A8@ A @ 8@@ #<.F L@ ,># F( A @NI@2 %>.D @ @D(O@ O@ @ DO@D% 8@A4 !>.D @ K D O@ >AM@ <1# > DO@ .> A O@ ,> DO@PG @P = > @ >#D#< <1D @ F @ @MC, @ <.A J O@ @ @%#> C @ D% AA/F @@ @ A/ L@ O@! = >.D @ @DO@ D% !< ?@8@ @ @B 8@ @ > I@A%>#CI>01 < M@A/F#< A D? O@ 2 O@ ?@M@LBCI>>.DO@ >.A >$ B#<.B F<1 %>.D @
@A/ E !>.A4 !>#BA K J DK J ND=DL O@O@D DLC A< @K@/A%#> DA*GR O@AC @ FD% !> !C > @AK(A8@ 8@ < LFA%#> D @ O@ =I.< D @ F @ @ C, @ .< A KDP(.> D @ O@C @ @ O@ >=@ G)M@@B > L@ %.> D G F 8@? #> A=B M@A D(A$ CM C.> C .> A.> D @ DM> @B !> I@ G)FDB !# > DL ,#< , TA7<0> @ +
>.AA>.D
C
@
%B
AG0 *
@
/G)C
@
GF
E " N %
D% A
"
.FE !D!
#F
/
@ %> @
%/
>A/ .F, MG)
JG)
2A
D
M
>(A #F( 3G)=
@
.D
BN .BF
1E
&$ @ N
2AIG)FD(
%
I>$
+
B C>
@H
N @N
J D
D J D J D J D
EJ
'
O@ 8@ O@ M@ M@ 8@ < 8@ O@ #< @ !> I@ O@I< @ O@< >1<0> O@ 8@ ?@ M@ > O@ @ %>A@ > > O@ > @ 8@
?@ 8@ #< H #> O@ 8@
L@ ,> > @ 8@ # 8@ @ > =@ %< 8@ %> @ > 8@ < O@@ =@ 8@ L@ #,> ?@ 8' @ > O@ !> #< ?@ 8@ > @ > O@ 8@ < !> N@ #> 8@ > > <1< M@@ @ < J @ !> O' @ > K@ 8@ < *
I
A !
D
D%
.D
A
#D
#
#B
31
D
>
1D
@
"!3BB FB
H
&%
D
D
>>
> K@
OG)FD(B #DMA
J I D
@ D
>.D
(!3B BFB
&%
#
A
,
!>
D
J
@
J D >1<0> !>C@
J
J D
ND
JD
J D
J D &)(?+*
J D
*A3
>.BA=D< >> # G)FDB %>.D ? O@M = <1D @ F @ @ C, @ .< A-FAM@ F(D +>> @ C D( J > ? @?'>> @ C *O@M@ O@!>> @ C FDO@ & J DKRD(' O@
B 3 8@ < / !.> BN@ABD 1 'A .A/BM@N 8@ ,> > @ 8@ D AM@ A KD D A N? O E O@ =M> @ 8@ D *AM@ AOG 1< E !#> B@ A @ 8@-BM@N 8@ #>#DO@ / !. A AK9D D D @ > #<1< H #. > DO@ KHA/ A DA #> IG) O@6# > C /K@C @D% @ .> DO@ G)C BCI>.> D#> D @ @ B
!>
' %
O@<
D
O
J
@ F @ -CMT
F #D
.-,?+/
*
0
31
54
D
31
.ACM
G
#
O@ J D
D
NA/ 21
#D
@ C
'FD
*
@
A
OD/C! >
@ F @ C,
1D
=A
%
H
$#
J
N
/
'
31
6
1E #B A?
<0># / !#DA%>#DB@7> G O@J = A8@ AVG <1 / !>#B@A D% #BN >F( -BC> .D >.D .> A 2 K @ @ @ B =F.< D *> @ @ TF> #F( =F<# >=@I# > O@D% !#> BN#< P O@ @ @B IGJM@F(B >.D @ @ #D F(A .D AC, #D @ G)C ,? O @ K@ K%8@ FB.> D @ DO@ I@ A
CMA L B #D (? B D A/ . > A4.> AD DO@BN@AA%>0< O@ @ 1< DE !.> D
#A9 A/F
#
PFA .D
BDA/ D/C!
G)J
#
D
A9 >
J
# M
98
.>
.C
A/F
# A?
?)
71
"1
;: /
('
5
0$&/
!
!#%$(
/
*)0$ % $
% 0/0$&,L;
!#-$!+
$(/
!
$&/0$&/
$
- .-IG)#<1<.*AO!>>/- GVA/FCC! PG0- -%>#C1- D% A -4G)C2- >.D3JCI>%># @ -D4- <#A.- *5- .J CA4 !< >$ - 8N - D 7 - >#D% 9- B %>.DLG >#AB>.C >.DE !> :O - #>#D>.D @ ,># !>.FA 5- * .-BD> F5-A ?
;=<>?<
@BA
K I A.CDAFEHGIJA
AI5M
G0AFELA.E
NONOP
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
4
8>
:
>
>
!
>
!
^`_acb2dfe(gh^jikiklnm5opqsrZt u- <.F %>.D G)PF>:v[.> ,># BT> %/$\ T,<.Dw- 3< ? K / / K >.D A TA/ 9- C *>.B #<#.- >.D(B <.F(5- Ryx !IK z #>#D>.D @ >#C1S(Q- 5 D 7-P7- # A/F> .-A/ MA.- G)C **(?+*Q{ D *(? # { [ V ? W { F- <1E !> :-|\9} ,># 4RyR 7BD @ 2AIG)/C *(?+-Q{ /)(?+:Q{~[-,?+/Q{ F- <1E !> :-|\? 7-!>31- .-D(B->8- "-- D 4R > ! [>YS8-N: - !O:( S %> :- S#>.D>.D @ \ D 5 z > ! 2A G)/C / V ? -:{ 5 /)(?{ [:T? -Q{ .- <1 %> Q-]\ K A/ > 4RyR D > ! . - FB" - 5- .- <. !>Q- >#C1( S Q - C1 - D 3G)C
z >(F( > >#C1S /Q! - 5- >A/<.F( .-S8- /G)CMDBM - G* 5- 5 z >.D5 - A TA/ .- CP? @ > :- V ? W { &>#AK z . - <1 %> Q7 - >#C1( S Q - C1 - D $D ># A9*D!>F( -,?+/Q{ *7- D!>A.- <1>.D7D z A ,A4 9 - CMA - .- :, S 9- ,># 4RyR KUD :,?+-Q{ ,> 4RyR D > ! ? 5-
D
8
/
/
4
8>
^j^`b1dfe(g^
iki0l
<1D*U
zHQ- K K " #>#D>.D @ 2AB C1S.- ,># 4R >#D A ,A W $\ #>#D>.D @ 9- CMA#,> +D(,> F(
4RyR -? S#>.D>#D @ 2A D 5-L E #>.D [ A.- MD+ 9-A4 !# > D @ JA D 5-*- #< V ' 9-A4 A.- ? ># (F( 4RyR K [)G)F<1< AF-N/B >.C2S6< -C2-D% %.> D ,> # \ >#C1S/Q- .-A/F<# AIG)C %:% ? W % ,? [ % ? Q{ .-<1 %> Q-]\} ,# > 4RyR K 7-5#> C1S(Q- C1- D 2AVG)C % ,? # V ? V [ ,? :{ .-<1 %> :-|\? DM >.A9BA.-K 7-# > C1S(Q- C1- D 2AD *5- BF-NAF- >$ 4RyR ? -AF#< A .-S 4 9- .> D 'Bx DF @ - 3< ? K .-A4 9- ,> ACM#<1< " A.- D 7$D @ <1# > A YS D% D7-FA TB5-F<1.> D @ SA h[ \? 5-wD.> D @ 2A" E = A#"- <1< . > D B C>#> D !#> D,> R R D KH>(F( C! D 2 "- <0< ,# >
4RyR #. < D5-? D
8
T,
/
/
8
6
:
)
/
/
/
9*
.:
/
:
8
:
+-
8
/
>
,>
&
/
>
>> !
8
"$#&% :
H
#&%W
0
0
5 :-#<1< B DB <#FA%>#DG)/C 5-AF--!XYS8->.C2-D% A > A E 5- >.C2SQ- C1- D% A G)C . >#AB>.C >.DE !> :-O #>#D>.D @ D 4RyR D
4RyR C! D( #< 2 TA>8-L-D% %>..-< # > !> Q-K>F( ,>1<0< @ -D7-<1< MA/ %>1<0< @ >Q- AC2- >.C2S/ :-C2-D% N?
>
!
8
;=<>?<
A IJM N @
5- - #<.FE !>.D A TA4 9-C .-S 4 9- >#D T,<.D*- < ? K / / K z ,> F, Ryx !
[ D ,># F( 4RyR :S, %>.D$\ @ :- D >.C2S/ :-C2-D% VG)C * :,? # { * # ? % { [ # (? ::{ .- <. !>Q-]\? ># Ryx !D[ D",> F, 4RyR H\J 7- >.C2S/ :-C2-D% 2AG)C *=*(? *{ *,? # { [ V ? W { F- <1E !> :-|\? JA.- D 5- A.-F-AF<# AJ 5-F- :S5S8-N/A2 ">8- <0># %>.D% .- B !>#D >8 - "-- D z D( Ryx ! K #< F @ @ >.D' 5-".-<1 %> Q- >.C2SQ- C1- D% G)C BC>>.D>.D @ 5 - 2 9- BD> F5- A4>#A7# %> Q-?
D
5
;
8
>#AOBTS( 9- OA SF-AF-D% 9- 4-!XYS8-%>#C1- D% AD z D( S (? L-D7- < BDB.< FA.> D(AJG)C 5- A.- -!XYS$- %#> C1- D A,>.DB<.F5-
z
%> .- !<
B DA #A/ D%
> :-A*C.- >#C1S/Q-C2-D% @
5-5>.C2S/ :-C2-D% 9G)C >.A/B>.C >.D %> :-= #>.D>.D @ 2S8- FA/A%>1D > DBF-NAF-A ? #
>#D
5--C!>.DB DB <#FA%>#DA*.
@
>.D
/
D
@
%>/-
GSB
8?
> .-
>
5-CFD% VG
.A A$A9
5-'>.C2S.DG
z
@
D
.D
F-
5-LS(>>>1<0># AB#.A2>$- A/ *A.- /FD 5- >.D$:-AF- G 5-D(CM#< <1D 5-
@ F @ 3CT
5- <1E !>#B- A G) >.D>#D @ G z AF<. >$-C!5-#,># AF B>/-D% %< , >.7S/FD>#D @ >$- C} z >.A7 !>Q- " 7-<. %>.B- A%>- D" 8?
5-
>#D
F/,K > 9- !>#D ? A !
.-
A
5-<1D @ F @ S/FD5 - >> @ C
@
AC,
>.B'BD% /<.A #>.D>#D @ A.S8-- BND #<#F5-'A4 4 !. > D @ # D .> DB .-A%>#D @ >$
B DA4 D% !
*
5-< >.DL 7- #>#D>.D <1D @ F @ - CMT5-< ?
CMT
@
<1 / !>.B-A
<#P>8--F(D> @
A/F
#< 5- G) A/CMT >.D @ >.AJ>8-A4 *A.- FD 7}C># ">#C1- DA%# > D AFS$- B > B>A>.A *>#B @ >Q- A>8- / 9- F-A/F<# A? 5
#F
8
:
BD
- 5- #<0< >8(? /: D- B @ D
> @ <
C
#<
8- .A -
#A">
*D
X(B z @ > Q- A > F( " 7-PAC2-=>.C2SQ- C1- D% A:S5S/&X>#C!E 9-! z }># @ > :-IA%<0> @ % %< BD5- <6S A%<0> @ % %< LG) -!X(B z #AO >.DAF-4 !>.D - A [ (? V \?
5- . > C2S:-C2-D% HG)/C 7-S .-BD> F5-A9A/FB #<0< I# %> :- ,># 7->#C1S(Q- C1- D
#&%
A
+D( Ryx > A @ - D5- . >.AB %>#CI>#D !>Q- >.D>#D @
4RyR
G)/C
!
-
?
#&% )
H
0
0
!"# $&% S'%.-)(.-*,+.-- >.*/+10>.( +105-)(%>.(=>2* Q-)(3+!>.4,56+.--758*:9<;>=$-)%?$A@>2(B(395-(?%F-
$
8
8
>
$
8
:
8
"
1
!
$
"
#&%V
8
#
:
H
B
YH
@J$&%;2-L5A*<(l5A*'- A56%%>C56*'K-)(l5A*'-Q5#<2(3$ .;I>.(156+%>2$&* $A@ X5A9'(3%( >C56* ->24&0,+B(R5A*'-/+B%15A*'(>.+%>2$&*'()N :+B%B$&*<4 (F-*'(F-5A9YXC>1<0>C5A% F@J9'*'Kz+!>2$A*'( 5A%F-U+1075AY9 XC>0<1>C56% Z@J9'*'Kz+!>2$A* "-L5 .( -*<.( -q5AY 9 XC>1<0>C5A% w@J9'*'Kz!+ >.$&* >2(b5k@J9'*'Kz+!>.$&* ,>.+B0>+105-{(15A;2-{4&%B5A->6-*,+5A(+105-W$A=F-K +!> Q-S@J9'*'Kz!+ >2$A*On:5A%B$&9<*'-Q+B50 - <.$\K#5
>
!
"1
/*5- ->2(BK)%%>.;I>.*d56+!> Q-m$&=F-)K)+!> Q-W@J9'* Q-`@J9'*'K)%+ >2$&* n 5A*<-v$A+170 -%w56.( S8-K)+B(w$A@ z +1%B#5 >2* >.*'4Z(B9'KG0H5A(q+150 -
!
#
$
!
8
8
>
$
4
$
4
1
'1
!
$
"
5
8
M F
(3+ 2*'4 {5A(S$-)%3@J$&%3;1-)-I9<(%>2*<4#+B05-@J$<1<.$ ,>.*'4 K)$&%.S]$&%B5 ,>V+1KG0i=]$,5A%B-M9'(>2*'4 W v0'$A9'%B(Z$A@k+1%15>2*>.*'4v-d56+15
(' bLLv x b yq" "# & ` P50 - >27* S'9<+j-d5D+G5{@J$&%O+B50 -;Q$A(3+j$A@i+B50 -( :(3.+ -;#(gK$&*'( >2(_+1(g$A@ zkRyzUK$ - K >6-*,+1( -)%B;Q5A*'( An #&VQV - -)%% > :--R@J%B$A; 5 2; - < (3KL#5 <6-
- %>
>
/
4
:
:
!
4
&4
)
!
5>
4
4
-/
*
&
)
>
>
!
>
0!
?!
+/
*
*
1
1
9!
/
#
4
$
>
# : #
#
#
1
$
#
0
:=/
H
0 O7 YH
T%15#>.*>2*'4 q9';>=8-%S$A@ q$&9'%B(S$A@ !569'(B( X5A9'(B(60'$&9<% Y-z+ :+G5D+9-( %B5#>2*>2*'4 (_+G56+.- +1%B#5 >2*>.*'4 # # ,>V+1KG0i=c$&5A%B- >.*>.+B%15#>.* W # W # ,>V+1KG0i=c$&5A%B- >.*>.+B%15#>.* W7#&W W # # V ,>V+1KG0i=c$&5A%B- l0 +1%15>2* 6(B9'= W7#&W W #&W ,>V+1KG0i=c$&5A%B- l0 +1%15>2* WQW % # #Q#Q# {%3$,5A-'K5A(3+ - S( W VQV WQW # #Q#(W
[ kK$&9'(_+!>.K3{0'5A*'*5-< # \ # W -(B$A9'%BK - v56*d5AQ4 -)1 ; -)*i+
4
>
>
%
>
*
)=)
)
>
*
)=)
)
>
>
:
)
:
$>
4
!
&!
/
:
*
-=/
-
/ /
:')
!
/
=*
*
/
/
)
%
)
)
4
/
*
)
/=:
>
P50 - U(g9'.( -)- "-%F-m4:-*'-5-)% >2*'-7-S8-*'-5-)*,+K)%B$&(3( {$&%3-!+B%%>6S'0'$&*5-)(j='9>0<.+O9<(%>2*<4P-5-K>2(%>.$&* +1%F--?(3+156+9-IK <.9'(3+.-%>2*'4 m$&9'*'42-)+q5#< N.n #(VQV:% N m5AKG0 (_+G56+.-I0'5A-M+B05-?(15A;2-?*i9';>=8-%Z$A@ X5A9'(B( >C5A*<( n - X\K -S\+Y(_+G56+.-( >2*/+B05-a(%>0.KG070'5A+ ,>2K - +150 -p4 > :-*r*i9';>=8-%>$A@ X5A9'(3(%>C56*'(N \0'$A%3+OSd5A9<(.-R;#$\-5-<2( 5A%.- <0>T- (%>0/S+1%B5A*'%( >V!+ >.$&* S50 -).% -)= +B50 -s;#$\5- -<>.(w= YS'5A(BF( -- } {$&%3-'(XKL5A*a=8->@J$<1<.$ -)= ->.+B50 -%q%( >0V+10Y%( >1<6-*'K - ='9\+w*'$A+f(B0'$A%3H+ S'5A9'(.- =$->2*'4QK$&9'*,+.-@J$&?% S'9<.% S]$&.( -)(q$6@bKG0'$:$&( >2*'4ZK$A*i.+ -!X:+ 5- -S8-*<5- -*,+w;#$:5- - <.(kN 3{$&* Q-)*,!+ >2$A*d#5 < 4R +B%1#5 >.* >2*'4 {5A(k9<.( --?+1F$ >.* >.%+ >C#5 <0>2.( -S+170 - U( S'%% >.$&%W+1$Z- >.(BK)%% >2; >2*'56!+ > Q-k+B%1#5 >.* >2*<4'N * 2F( -YF( S$-)K >65--OnPF% -K$A4&* >.%+ >2$&* - X7S8-% >22 ; -*,+1(#@J$&% ,>.+BKG0i=c$,56%B-t5A*<- 9'F( --
>
$
$
$
>
4
#
!
#
! "
4
,
6
<
*
>
8
$>
8
$
>
8
!
!
j< <
bf
AI $ M
G
I K C
P0'%F---> -)%.-*,+Q+1%15>2*>.*'4(F-)+B(-)%.-v9'(F-->2* ,>.+BKG0i=c$,56%B-h-65#<.9d56+%>2$&*ON P05-)(.-a5A%F+170 - >2*>V+1%15>2*OnP0 +1%15>2*6(B9'= 5A*<-70 +1%15>2*(.-)+B(nwK)$&*'(>2(3+%>2*'4r$A@ # \n W F5A*<- W 0'$&9<%B(w$A@l-'56+G5p%F-(FS$-)K)+!>Q-< [h(.-- b56=2*>V+1%B5#>2*I(.-z+LnO-5-!d*5-)-H= `n
31
>
:
:
)
!
*
)
/
:
4
7 7
YH
#
:'*
T%15#>.*>2*'4 C>.4&*d5#< -5A* 56%%>C56*'KY-z+ zb5A%156;1-z+1%%>.(156+%>2$&* k$&%3;p5<1>2(B56+!>.$&*
,>V+1KG0i=c$&5A%BzkRsz 3?3fn # -5A*'( U 65A%>C5A*'K-( {%3$,5A-'K5A(3+ - S( zkRsz 3?3fn # -5A*'(
[ kK$&9'(_+!>.K3{0'5A*'*5-< # \ zkRsz 3?3fn # -5A*'( -(B$A9'%BK - v56*d5AQ4 -);1-)*i+ 3?3fn # k$&*7b56= .(156+%>2$&* %B#5 >2* >2*'4 $A+1#5 < k9<;>=$-)%S$A@ 3{$A*:-%3(156+%>2$&* C>2-5-)( Y-)+ 7>.1 ; -O[h0'%B( \ # 3 # V >2* >.+1%B#5 >2* W V 0 D+B%1#5 >.* A(39'= W W %Q% 0 D+B%1#5 >.* b56= .* >2*<4s.( -)+B(S9'.( -)-U$&* ,>.+BKG0i=c$,56%B
>
>
4
>
*
4
>
4
*
!
&!
*
*
!
/
8
>
4
>
>
)
:
*
)
:
!
+*
)
)
/
4
/
:
)
/
/
/*
:
>
9'(F-- S'%B$ >2-5-)-H+B%15A*<(BK%>/S<+%>2$&*<(n S0>1<6->+105-#0 D+B%15#>.* (F-)+1(!9'(F--E+B%15A*'(3K%>/S<+%>2$&*'( =d5AF( --I$&* +10<$&(.-ZS'%3$ >.-5--?= >.(B(>2(B(>/S5S> :+G5D+9- *>Q-)%B(>.+ [ \&>2* +107- >2% ,5A *i9d5A% ZF% - <6-L5A(F-AN <1< +B05-!+B%15#>.*>2*<4s(.-)+B(fK)$&*,+G5#>.*Y-d5D+G5s@J%B$&; +B05- ,>.+BKG0:=]$,5A%3- H[ # \ K$A.% S'9'(k5A*'-?+107-!0 D+1%B5#>2* >(.-)+B(f5<2(B$ZK)$&*,+G5#>.*3W5<1< q$&;1- l*'4<0>2(30[ 3 =\[-d56+15
:
>
/
>
!
9>
:
8
:
>
:
>
:
!
31
31
)
)
8 8
.>
-
:
/
>
5*
-
>
/
j< <
G
KyK ! EHG#"%$'& &( K C
P05- H( \(_+9-); 9'(F-- U(g+1%B5#>2*7--!$&*!+B05-mKG0d5A*'*5-< # [hK <2$A(.-) +G5#<*>2*'4P; >2K)%B$QS'0<$&*5-|\ KG0d5A*<*5- <]$A@O+B05- + % 5#<1< :+B%.--)+ &$&9'%B*'5#< -d56+G56=d5A(.-[ W:W 0'$&9<%B(m$A@O-d5D+G5\1N P0>2(m-d56+15 >27 ( <.$ *'$#>2(.-!5A*<-IK)$&*,+G5#>.*'(S%.-5A-Y(FS$--KG0ON P50 - , +B%1#5 >.5* --- U( "-.% -R.+ -(3.+ --M$&*8+107- #&VQV:% x z . q9'= # -5-:- <.$QS';2-*,+ 5A*'- -6#5 <.9d56!+ >.$&*R9+ -)(3+wF( -)+B(n]5- -*'$69+ --UK(B%3*d5A= # -\+w5A*<-UK(3%B*d56= # -)+f%.-)(.S8-K)+%>:- <An ,>V+10Y5 K$A;>= >27* -- 2*i9<9+ -)(n]5A*'-U5A.% -!(BK)$&.% -)-U=
4
!
<>
4
8 /)
!
>
:
!<
!
:
0
# : %
[$&%B- A$\K5A='9<25A% ?+B%%>24A%15A;
0 O7 YH
H
<256+B%+ >2K -)(N P0>.(f(.-z+195S >.(q+B05- (B5A;2->5A(k%.-S]$&%_+9--Y@J$&% d%B5A;12(3K%>2; >2*d56+%>2$&*1[ x\O+1 %B5#>2*>2*'4 >.* z$ Q-U $:$\-<25A*'-On #(VQVQV 5A*'-s@J$&% ^56*'- x +1%B#5 >2*>2*'46>.* z$ :-U $\$:-<25A*'-On # N
x >
8
/
G
sG &( K && &( K C <
j< <
P05- {%B$,56-'KL5A(_+ -S(Q-d56+G56=d5A(.-YK$&*<(%>2(_+1(#$A@%F-K$A%B-5-)- +9-.(%>2$A* (30'$ S(N P05- ( :(_+9-; {5A(j+1%B5#>2*7--X9'(%>.*'4P+105- P0<$&9'% #(VQV [+1%15>2*>.*'4W-d56+15P(.-)+"[ q+B%15#>.* V \1N P05-+9-(_+ -d56+15 >.(!+B05- #(V:VQW FS'5A%3+%>.+!>.$&*5-)-- A5<29d56+%>2$&* I-7-Q-<2$QS<;1-)*i+ +9-(_+>-d5D+G5 [ k-7- VQW S8-|\1n S0 >.KG0 >2( Sd5A%_!+ >V!+ >2$A5* -- >2*,+B$ W - > $-F% -*,+ @J$\K)9'(kK)$&*'- >V!+ >.$&*'( [ 5A=<6- `N % \GN P05-`$ Q-%B5#<1< 2(S56=c$&9\+ \N # 0'$A9'%B()N d$:K9'( xH-)(BK)%% >/S\!+ >2$A* { $A@b#5 <1
-(3%+ >2*'4 {5A(S= ?( >2*'#4 .*'4 ,>.+B0Y5 W {$A%B-?+1%% >.4&%156; <25A*'4&9d56Q4 -;Q$:5- -< N
4
5-/
-
4
-
4
6
4
1
&
!
/
/
-
*=/
/
*
-
-
:
-
)
:
!
4
:
j< <
PhK
& ! K G0EHG K C K E & & K C <
P05- -(3$&9'%BK- v5A*d564Q-;2-*,+Z-d56+15A=d5A(F- K$A*'(%>.(3+1(s$6@SK 2; >..+ -- &$:KL5A=<9
`LyS y `^"# d$&%^5 <1<:.( -)+B($A8@ -!XYS8-%% >.1 ; -)*,+1( - X<K -S<+ -(3$&9'%BK - v5A*d56Q4 -2; -*,+Ln [$&%36-
0
*
+)
)
+)
/
>
/
*
/=:
8
y ?
0
,>.+1KG0i=]$,5A%3
)* %B5 &$ %3- -)*'-`Rg56+3+!>2K-) $&9<+9S<9<+ Rg56+3+!>.K= 5A; 8= -L5A; =8-L56; -5-S\+10 >2%3(3+Sd5A(3([h=>24A%15A;w\
/
!
4
,>.+1KG0i=]$,5A%3
!
4
#
#
//=: //=: //=:
#
:
:
/
#
)K$&*<- d56(B([ 9'*>.4&%156;*\
Y>
#Q# : Q# # S # /=: # /=: # /=:
//=: /
> 4
::
- 5- #< $-
> 4
#
/
/
#
-=:
#
-=:
#
5A=<6- N kRT5D+B+!>.K-LS'%39'*>.*'4Z=$-5A;Q( !
/:
#(W -/
+:
9'*>.4&%156; S<%B$&=d56=>1<0>.+!>6-( "-%.-a56K)+19'5#<1< 5TS5S<1>6-- +B$E+107-(.- <256+B+%>2K-(Q@J$A% +1%15>2* >2*<4'N U$&%.-Z%F-K-)*,+- X7S8-%>2;2-*,+1(1[ -K)+%>2$&* 2K-Y4:-*5-)%156+%>2$&*ONRg5A*'4&9'5A4Q-U;#$:-5- < S'%3$&=d5A = >0<1>V!+ >/-)( "-.% - :5 S5S<0>/-)- ,>V+10I+150 -!(15A2; -X(BK5#2*<(.-%_+!>.$&*S8-*'5#<.+%>/-(P*<$&%B;Q5#<1< 9'F( --U@J$&%S9+ -)(3%+ >2*'4'N $&%3-
>
?)
!
+:
4
!
# : W
0
H
0 O7 YH
8 f;Q5A%%> n
f;Q5A%%> n cN[ #(V:W \GN 05-)$&% 7$A@ k-d5:S<+%>Q-z^56+3+9-)%B*
3
N 1ew*t+150 - 3{0'#$ >2K -$6@ 3 <25A(BF( -( >2* 43 =d5AF( -- >2(3K%% >.I ; >.*d56%+ >Q- %2 236 >%B,@#5 %>2X* Y>.**'# 4Q# @JH $A% YS8--)KG0 -)K$&4&* > -)%B(k9'.( -)- >.*Y+B50 - - <6-S'0'$A5* m* >2%3$&*'2 ; -*,+
#(VQW
-
!
>
-
!
!
"!$# %&(' )+*-,./# < 3, #(W )
6
*
/
>
*
-
)
:=/
4
>
/
-:
-=:
!
/*
-
*
/
/
>
4
-
!
-
/
/
<>
?
>
4
)
:
;4
)
*
4
4
/
/
:
*
*
4
:/
>
::
#
:=-
=*=*
#
sZ k
:)
3{0'$ X n #&VQV 3{0'$ sN RN[ #&VQV \1N U5|XC>2;>9'; U9<+B9d5#< *<@J$&%B;Q56+%>2$&*m(_+!>.;p56+%>2$&*Y$A@ z^5A%B5A;2-)+9-)%B(w@J$&% 3{$A*i+%>2*i9'$&9<( S$--KG0 -)K$&4&*>.+!>.$&* k(>2*'4 +B05- -(_+ 4< 8
4&$&%%>V+10'; 'n An 2=<9 i9 % :9 AN x5 >.( U -%3;1-<2(_+9- >.*On #(V x5 >2(n cN fN }-)%B;2- <2(_+9->2*On zbNk[ #&V \1N 93{$&;2Sd5A%>2(B$A* $A=@ Sd56%15A;2-)+B%%>2KZ%F-S'%F-(.-)*,+G56+%=>2>$& *'(! @J$&%X ;Q$A3\*'5O$&( ,<0
n &$ < N # 5n S7SON # #(W N -%3;p56*'( &n #(V:V -)%B;Q5A*'( An `N [ #(VQV \1N Fz-)%BK -S<+B9d#5 <5<1>27* -L5A% S'F% -- >.K)%+ >Q-[ zkRsz=\ 5A*d#5 <\( >2(m$A@jF( S$--KG0 'n ,d1G!4ROUH.#O5D ,@EU=G! 7 2# VR 5O)]# d= n A$ < "N !$#\n S5SON # # ! # #&%&':N 9>
&0 =223NX'65g7&7 9 0 8 ?\Z 4< L 5- L 7-
,4
!
!
)
>
)
!
/)
*
:=-
>
>
*
-=-
!
4
8
-=-
!
*
)=)
!
/
/
/
/
/
/
>
>
)
>
:'*
/
:'*
)
)=)
4
>
!
)=)
>
/
)
4
+>
/*
!
*
/
4
)
4
!
*
/
8
!
!
4
8
/
4
/
>
!
:
%
%3;p56*'( &n U$A%B4,5A* n W 5 ,5
V
U A$&0'*On (V:V )%B;Q5A*'( An `NVnU$A%B4,5A* n`NVn W5 ,5\n On 56*'- AX$A0'*Onsz [ (VQV \GN E 0 0 7G*# # H 5O1G! dW N )KG0'*>.KL5#< S]$&%_+ V WQV n % <&nW5<1>.@J$A%B*>25
(W
Rg$ %3%&An (V # W 0 H.3 6
j$ )%B%&6n fN N7[ (V # W \GN 0 k5A%.S 3DNH.#EdW `D' d #YJ#gST#!$6&98# dU R
KG0 )K$&4A*>.+%>2$&* :(3+); < n
S4?
v5A*'4&9/)+k5#< N.n ' $' v5A*'4&9 RN.n {%%>0<1< SNU :+B$<2K N$[ ' \GN >.*'->.*'4K$&*<(&*<(B9'( >2* YS4?KG0 K)$&4&*>V+!>.$&* $A%B-m%3%B$&% >.*>2; > 56+!>.$&*R5A*'-vef+10 )% S5S<0>2KL5D+!>2$A*'(P$A@ {$&*<@J9'(>2$&* z+ { $&% i(N ' )+*-,F# `D7G*# # H 1b C.J, J\# n A$< N ) [ ) \1n S7SON # ) < N 'N U Kxw$&*'$&9'4A0On N \KG0'5&56@U N 5#>2= <[ ' & ' \GN 1ew* v 5|XC>2;>9<; U9\+19d5#< *<@J$&% ;p56+%>2$&*EYS45$)% -d5:S\+- %B5#>2*>2*'4
UK&xw$&*<$&9'4&0/)+k5#< N.n ' $' 'N UKxw$&*'$&9<4&0On N\KG0d5&5D@ZU N 5#>2=
%>C5#<.-'$'n &V !&! )%%>25#<2-'$ f N [ (V !&! \ Fzl0'$&* z+!>2K K)$&4&*>V+!>2$A*!9<(%>2*<4 5>2-'- * U5A% 6$ U$\- <2(W5A*'- v5|XC>2; 9'; Y 9<+19d5< *<@J$&%3;p56+%>2$&* %B5#>2*>.*'4 'n&0 %2234'65+7&7 098 :\:&n7S5SON
)
N
f5 )+q5#< N.n &VQV % AsN k5.( FK%>.+&%%>.$&*/56*'- %%-'9'K?4&%15A->@*,+S;,)+B0'$\- 'n 0 8 ?&n A $< N n5S5SON V # \N
=< dH.E*&` ST h n ' 7 C FJ\#&2=,.! 7G*# # H # J&UU ^ .Z\Z\[ gGU1G!
EUU,./# R 7-F1b\ b
-# H\ !$ J `
UUH.# d ,FJX`]S b3
' ]$&(_+ S(B0ON 0,+1; k$&%3;p5A*<->2*On (VQV k$&%3;p5A*<->2*sN[ (VQV \GN : b\b# S <8 ST b#!P `TSTe)a,@) S ,.,G!d2R d)VG EUe)VG 1bTUH.#(7G*# # H # J&UU 0 % !$#)]3 zl0ON x>N
+3+ XN *>.(3+LN 4&$ 6(")KG0 D+&(3+B( 6Kz+1%60 %
1+ 0 )(%>2()n x><+N'$A@ &<Kz+LN l*'4'NVn UK >0<1< q*>$%3(%>.+ An U$&*,+1%%L5#< N k$&%3;p5A*<->2**U Y$&%B4)%15
(W
zb$ U
$:$:-22-' - # #=b* e.vJXV56% AR9$ UH.# U=$:>- <. ( 5A*'- <K)&+ - <1>2K56!+ >.$&*'( >.* 4?KG0 K)$&4&* >V!+ >.$&* 'n 0 [ ='%39d5A% &n (V ! V \G n &$ < N #Rn'*'$'N '\ n ON '&% ' !$%:N k5A= >2* )%n (V:V& q5A= >2 * % N U &9'5A*'4'n , `[ (V:V& \GN C,@1b\)]#-FG!P R 7G*# # H # J$ &U n m*<4 <@ {$:$\- <1> ( z zl&% *,%+ >2"K f#5 <0< [ C>24A*d#5 <0zl%B$:"K (3%( >.*'4 % >@)!( \Gn . % % '\N >2KG0 < q9'( $6n % >.KG0 < NVn S9'( $ N % Fx >2(BK)%% >.I ; >.*d56!+ > %15 >2* >.*'4!@J$A% {$&*,!+ >2*i9'$A9' ( 4?KG0 )K$&4&* >.!+ >.$&* '-n 0 =223 >,%XY*# # H 8 ?&n $ < N n ON % # % )
'
:+1%> z+k5#< NVn ' :+1%> n !N.n{9'K)KG0>C5A%>2*> n f N,5A*<-]A!)(B(&)*'(n 'N ' 1N{$&; d5A%>2*'4 +10 Q%&K)$&4&*>V+!>.$&* 4)%3@J$&%3;p5A*
n l0'$ * n bnON N $ )%3+n $ )%3+n >N !N 1n 0 w% C5D+ 2$A*'(B0 Q= )+ )* fn:+10 k(3+G5 + 2(_+ .KL5 <0 :( 2K(m@J%15A; [$&% ]ni+10 W5 ( 25A*p@J%B5A; {$A% n:5A*'-Q+B0 @J%15A; [$&% 'n 2* >N `N $ )%3+n -ONVn n -'- 2(B$A* ( AN $:$\- C5A*'- z+k5 NVn bN fN $\$:- 25A*'-On fN 'N )4&4 z+B+ )%n 'N 'Njew- n N 5 .+BKG0 cN 'N m$A9'*'4 GN 0 g5A%34 $:KL56='9 C56% KG0 K$A4&* .+ 2$&* :(3+ );
'&% ) ! < E #< ' &' z < #< > > % x Qz $ ' $' A %>0< ' &'C,> 5 & 7 H " E *1U ^ =< dH.E* ' $' , #< $) <1< < ]z $) %") % & C> > %> <1<0> G0 %2235 0 5 : ,@)V C J, J\#^ H\ !$ J =< dH.E*&` z < #> $# '