M.C.A DEGREE EXAMINATION, APRIL 2016
Fourth Semester
Computer Application
SOFT COMPUTING
(Common for MCA
(CBCS 2012 onwards)
Time 3 Hours Maximum 75 Marks
Part A (10 2 20)
Answer all questions.
1. Define learning process.
2. What do you mean by ANN?
3. What is back propogation network?
4. Define hope field network.
5. What is fuzzy set?
6. Define fuzzification.
7. Mention the uses of fuzzy measures.
8. Name the different modes of fuzzy approximate
reasoning.
9. What is genetic algorithm?
10. What are the types of cross over?
Sub. Code
541561/545561
RW-10786
2
Wk 10
Part B 5 25)
Answer all questions.
11. Write down the applications of soft computing.
Or
Write short notes on HEBB network.
12. Write short notes on counter propagation network.
Or
Explain ART network.
13. Mention the properties of fuzzy sets.
Or
Write short notes on fuzzy composition.
14. Explain the formation of rules in fuzzy arithmetic.
Or
Write short notes on aggregation of rules.
15. Illustrate the application of genetic algorithm.
Or
Write down the basic terminologies of genetic
algorithm.
Part C 10 30)
Answer any three questions.
16. Describe in detail about neural network architecture.
17. Explain in detail about kohonen self organizing network.
RW-10786
3
Wk 10
18. Write a detailed note on defuzzification methods.
19. Discuss in detail about fuzzy inference and expert
systems.
20. Describe in detail about the classification of genetic
algorithm.