St. Joseph’s College of Arts & Science (Autonomous) St. Joseph’s College Road, Cuddalore – 607001 PCA1124S - SOFT COMPUTING Time : 3 hrs
Max Marks :75 SECTION – A (5X5=25) Answer ALL the Questions
1. a) Write a short note on genetic operators. (Or) b) How does the genetic algorithms work? 2. a) Where are neural networks being used? (Or) b) Write a short note on competitive networks. 3. a) Write any five Properties of fuzzy measures. (Or) b) Write brief note on set theoretic operations on fuzzy sets. 4. a) Write short note on the method of steepest descent to minimize a given function. (Or) b) Give an account on random search method in derivative free objective function. 5. a) Draw the diagram of color manufacturing intelligence architecture. (Or) b) Write some of the applications of Computational Intelligence.
~1~
G5P2/18A16
SECTION - B (5X10=50) Answer any FIVE Questions 6. Write in detail about Problem Solving in Genetic Algorithm. 7. Explain in detail the neural network architectures and the methods of setting the weights. 8. Enumerate the back propagation in neural networks. 9. Write a detailed note on the applications of fuzzy set theory to different branches of science and technologies. 10. Explain in detail about the newton’s method in derivative based optimization. 11. Describe in detail the downhill simplex search derivative free method for multidimensional function optimization. 12. Write a brief note on automobile MPG prediction problem. 13. Describe in detail the CANFIS modeling for color recipe prediction. ************
Write in detail about Problem Solving in Genetic Algorithm. 7. Explain in ... Explain in detail about the newton's method in derivative based. optimization. 11.
1. a) How does genetic algorithm works? Explain with ... Explain the Classical Newton's Method. 13. ... Displaying SOFT COMPUTING - 04 15.pdf. Page 1 of 2.
order approximate, dynamic models for analysis and control synthesis, particularly with respect to parameter variations and un-modelled, high-frequency ...
Information retrieval (IR) aims at defining systems able to provide a quick and efficient ... major reason for this difference is that IR generally deals with natural language text ..... Journal of Computer Science and Network Security, 7(1), pp.
expression existent in a database of glands and non-glands. .... System for Recognition of Biological Patterns in Toxins Using Computational Intelligence.
