Intelligent Systems II · TEE · papers-chapter

Final examination · 17 Apr 2024

Actual historical paper ·100 marks attempted /140 offered · Q1 compulsory + any four of Q2–Q7. Source defects and solution assumptions are explicitly identified.

1. Q1(a) Conditional probability from fruit counts [5]
2. Q1(b) Membership function and age sketch [5]
3. Q1(c) Mutation operators [5]
4. Q1(d) Markov chain diagram and path probability [5]
5. Q2(a) Bayesian network joint probabilities [10]
6. Q2(b) Fuzzy Cartesian product and composition [10]
7. Q3(a) GMM versus K-means [10]
8. Q3(b) Center of sums defuzzification [10]
9. Q4(a) Fuzzy quality-control design [10]
10. Q4(b) ACO components and roles [10]
11. Q5(a) PSO inspiration, parameters and one iteration [10]
12. Q5(b) Brand-switching transition matrix [10]
13. Q6(a) GA ranking and three crossover methods [10]
14. Q6(b) Markov property and weather path [10]
15. Q7(a) Bayes bag posterior [5]
16. Q7(b) Max–min relational composition [5]
17. Q7(c) Point versus uniform crossover [5]
18. Q7(d) Applications of reinforcement learning [5]