Tel-Aviv University
אביב-אוניברסיטת תל
Raymond and Beverly Sackler Faculty of Exact Sciences
הפקולטה למדעים מדויקים ע"ש ריימונד ובברלי סאקלר
Correlated Equilibrium and Seemingly-Irrational Behavior Thesis submitted for the degree of “Doctor of Philosophy” by
Yuval Heller
Under the supervision of
Prof. Eilon Solan
Submitted to the senate of Tel-Aviv University April 2011
0
1
This work was carried out under the supervision of
Prof. Eilon Solan
2
Acknowledgements First, I would like to express my deepest gratitude and appreciation to my supervisor Eilon Solan for his continuing support, guidance, encouragement and dedication throughout my doctoral studies.
I would like also to thank other professors at Tel-Aviv University for the kind and valuable help they gave me in my research: Eddie Dekel, Chaim Fershtman, Tzachi Gilboa, Ehud Lehrer, Zvika Neeman, Ariel Rubinstein, and David Schmeidler.
Special thanks for my friends and colleagues in our game theory lab: Shiri AlonEron, Galit Ashkenazi-Golan, Yaron Azrieli, Assaf Cohen, Yaarit Even, Ayala Mashiah-Yaakovi, Ron Peretz, and Roee Teper. It was a pleasure working together.
I would also like to thank the administrative staff in our school, especially Lily Brunstein, Sonia Hasday, Miriam Hercberg, Anat Koren-Dror, and Nurit Liberman for their willingness to help at any time.
Saving the most important for last, I want to thank my family for their love and support. I want to thank my dear parents and sisters for their constant encouragement over the many years of my education. I deeply thank my beloved children, Yaara and Lior, for being the light of my life. Above all, I give my heartfelt thanks to my beloved wife, Renana, for her unconditional love, endless patience, and total support.
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V0 = V \Vleaf
ci
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xi (v)
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γ (x) =
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(pv )v∈V0
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π(x) = πT (x)
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*+ 0!*1$1(%(&2 -()&!(1<&(*,) $& &'" ,*-") (,-<#") $ 0!*1$1(%(&2 -()&!(1<&(*, *."! &'" )"&
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4
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v ∈ V7
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Fv
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-"
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#! $ %"&''()* *$+!, n > 0, σ > n $ #&-).!. %"&''()* "(+!, H ∈ Hn $ /(%"&01, $). x $) $#%&0#()* %"$"(&)$01 2ǫ 2!3-(4(#0(-+ () Tn,σ (Hn ) /-B! 0!+0 0!"2" "C'/0/ + 1%+3"2oi &'0! + %$& 1+3$6D n G
i i Fv |R{i},v '/ 0!" 12$,+,'%'03 !"( π(ci , x−i ) ≥ 6ǫ · qi A &!"2" qi = qTi = p v∈V = αH i i 0!+0 '# ($ 1%+3"2 "E"2 /0$1A 0!" )+*" E'/'0/ + ($." v ∈ V0 &'0! R{i},v = αH '( 0!" F2/0 2$-(.7
i γ i (x) ≤ αH − ǫ7
S
stop
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%!&'(')'*( =7=K$ !" T
= I, V, Vleaf , r, (Cv , pv , Rv )v∈V \Vleaf $). 4!" T ′ = ′ , r′ , (Cv′ , p′v , Rv′ )v∈V ′ #! "5& *$+!% &) "0!!%6 7 %$1 "/$" T ′ (% $ /-,)+*" I , V ′ , Vleaf
$). 8&0 !:!01
0
v ∈ V0′ , Cv′ = Cv , p′v = pv
&8
$). Rv′ = Rv 6
(89
V ′ ⊆ V , r′ = r,
8"0 T ," + )+*" $( + 02""7 J$2 "+B! /-,/"0 D ⊆ V0 A G ."($0" ,3 TD 0!" /-,)+*" $# ; )"("2+0". ,3 02'**'() T #2$* D .$&(&+2.7 !-/A +%% ."/B"(.+(0/ $# ($."/ '( < +2" 2"*$E".7 J$2 "E"23 /-,)+*" T ′ $# ; +(. "E"23 /-,)+*" T ′′ $# T ′ A %"0 pT ,T = pV ,V ," 0!" 12$,+,'%'03 0!+0 0!" B!$/"( ,2+(B! '( ; 1+//"/ 0!2$-)! + %"+# $# T ′′ /02'B0%3 ,"#$2" '0 1+//"/ 0!2$-)! + %"+# $# T ′ 7 !" #$%%$&'() ."F('0'$( .'E'."/ 0!" !'/0$2'"/ Hn '(0$ 0&$ H'(./D %(+'4! +(. =&+'4(=$"!.7 L /'*1%" !'/0$23 !+/ +0 %"+/0 $(" $# 0!" #$%%$&'() 12$1"20'"/D
%!&'(')'*( =7==$ !"
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′
′′ leaf
′ leaf
#! $ %"&''()* *$+!, ǫ > 0, (% ǫ4/'*1%" (8 &)! &8 "/! 8&44&5()* /&4.%9 G
N 0 ≤ n,
$).
τ >n
$ #&-).!. %"&''()* "(+!6 ;/!
&0 !:!01 i ∈ I 9 αHi < 06 &0 <=@ ;/!0! (% $ .(%"0(#-"(&) θ ∈ ∆(DH × I) %-=/ "/$" 8&0 !$=/ '4$1!0 i ∈ I 9 i i = αH 7 $). <+@ θ(d, i) > 0 ⇒ R{i},d P i i ≥ αH − ǫ6 <,@ αHi + ǫ ≥ θ(d, j) · R{j},d j∈I, d∈DH
(% /'*1%" (8 (" (% ǫ4/'*1%" 8&0 !:!01 ǫ > 06 H (% =&+'4(=$"!. (8 (" (% )&" %(+'4!, (6!69 (% )&" ǫ0 2%(+'4!6 7) "/$" =$%! 7 %$1 "/$" H (% =&+'4(=$"!. 5606"6 ǫ0 6
H
∃ǫ0 > 0
%-=/ "/$"
H
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!"! #$%&'(%)* +$#)(*,
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H ∈ Hn ' 3).*4+3'%$2 5+(%)16 7!1!%! ǫ0 / ǫ <<
ǫ0 |I|·|D|
i / ',2 8)1 $'35 i ∈ I 4$% ai ≥ αF − ǫ! 95$, %5$1$ $:+(%(
' ($% U ⊆ V0 ',2 ' *1);4$ x +, T = Tn,σ (F ) (035 %5'%<
=>? @) (0&-'.$ )8 TU 5'( ' @'(5 ǫA$B0+4+&1+0. 7+%5 ' 3)11$(*),2+,- *'6)C +, = ? E+%5$1< ='? U = ∅ =() %5'% TU = T ?D )1 =&? x +( ' @'(5 9ǫA$B0+4+&1+0. +,
Q i i a ,a + ǫ D
i∈I
!/ ',2 8)1 $F$16 i ∈ I ',2
8)1 $F$16 (%1'%$-6 y i < ai − ǫ ≤ γ i (x)/ γ i (x−i , y i ) ≤ ai + 8ǫ/ ',2 π(x) ≥ ǫ2 · pTU ,T !
!"! ! #$%&'($) #$*+,'-%'./ .0 12$ 3.(.,'/4 5+2$6$! G, H0&($3%+), !I!I G *1$($,%$2 ' (+.*4+;$2 F$1(+), )8 %5$ 3)4)1+,- (35$.$ %5'% +( 0($2 +, %5$ *1))8 )8 J1)*)(+%+), !>K! G, %5+( (0&($3%+),/ G *1$($,% %5$ 2$%'+4( )8 %5$ $:'3% 3)4)1+,- (35$.$/ 75+35 '2'*%( %5$ 3)4)1+,- (35$.$ 8)1 %7)A*4'6$1 -'.$( +, H5.'6'AH)4', = LLI?! H*$3+;3'446/ G *1)F+2$ ', '4-)1+%5. %5'% '%%'35$( ' 3)4)1 cn,σ (H) ',2 ($F$1'4 ,0.&$1( (λj,n,σ (H))j
8)1 $F$1" σ > n ≥ 0 ',2 H ∈ Hn / (035 %5'% cn,σ (H) +( ' # AF'40$2 F $3),(+(%$,% %! A80,3%+),! " i − ǫ ≤ ai ! G% +( )**( +8 %5$1$ $:+(%( ' M =56*$1?A1$3%',-4$ ai , ai + ǫ i∈I +( &'( +8 8)1 $F$16 i ∈ I / αH
i *4'6$1 i ∈ I (035 %5'% ai + ǫ ≤ αH − ǫ! #$% + &$ ' ;,+%$ 3)F$1+,- )8 [−1, 1] 7+%5 =,)% ,$3$(('1+46 2+(N)+,%? " i i 1$3%',-4$( a , a + ǫ i∈I / '44 )8 75+35 '1$ $+%5$1 -))2 )1 &'2! #$% B = {b1 , b2 , ..., bJ } &$ %5$ ($% )8 J &'2 |I|
+
',2 4$% O = {o1 , o2 , ..., oK } %5$ ($% )8 -))2 1$3%',-4$( , S S S S H$% C = (simple allbad {1 × O} {2} {3 × W × W })! #$% &$ ' (%)**+,- -'.$/ n ≥ 0/ σ > n '
1$3%',-4$( +,
&)0,2$2 (%)**+,- %+.$/ ',2 H ∈ Hn ! G8 H +( (+.*4$ G 4$% cn,σ (H) = simple! O%5$17+($/ H +( 7!1!%! %) ().$ ǫ0 (H)! G, %5'% 3'($ G '((0.$ 7!4!)!-! %5'% ǫ <<
ǫ0 (H) |I|·|D| !
-*./01-'23(
95$ 3)4)1 cn,σ (H) +( 2$%$1.+,$2 &6
%5$ 8)44)7+,- *1)3$201$<
• H$% T (0) = Tn,σ (H)!
• P)1 1 ≤ j ≤ J '**46 J1)*)(+%+), !>I %) T (j−1) ',2 %5$ &'2 1$3%',-4$ hj = ' (0&-'.$ T (j) )8 T (j−1) ',2 (%1'%$-6 *1);4$ xj +, T (j) (035 %5'%<
Q i i aj , aj + ǫ %) )&%'+,
i∈I
=>? @) (0&-'.$ )8 T (j) 5'( ' (%'%+),'16 ǫA$B0+4+&1+0. 7+%5 ' 3)11$(*),2+,- *'6)C +, hj ! = ? E+%5$1 T (j) = T (j−1) )1 %5$ 8)44)7+,- %51$$ 3),2+%+),( 5)42< ='? P)1 $F$16 i ∈ I / aij − ǫ ≤ γ i (xj )!
i i =&? P)1 $F$16 i ∈ I ',2 $F$16 (%1'%$-6 y i < γ i (x−i j , y ) ≤ aj + 8ǫ!
=3? π (xj ) ≥ ǫ2 × pT (j) ,T (j−1) !
• G8 T (J) +( %1+F+'4 =%5$ ),46 ,)2$ +( %5$ 1))%?/ ($% cn,σ (H) = allbadD )%5$17+($ 20$ %) J1)*)(+%+), !>I ',2 .6 *1)3$201$ ),$ )8 %5$ 8)44)7+,- 5)42(<
=>? T (J) 5'( ' ($B0$,%+'4 (%'%+),'16 '&()1&+,- ǫA$B0+4+&1+0. 4/ 7+%5 ' *'6)C γ(x) +, ),$ )8 %5$ -))2 56*$1A1$3%',-4$(! #$% cn,σ (H) = (1, ol )/ 75$1$ ol +( %5$ -))2 1$3%',-4$ %5'% +,3402$( γx !
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