Intelligent Systems II · TEE · papers-chapter

Re-examination · 25 Jun 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) Traditional versus evolutionary optimization [5]
2. Q1(b) Bayes posterior for red ball [5]
3. Q1(c) Fuzzy union, intersection and complements [5]
4. Q1(d) Irreducibility and stationary distribution [5]
5. Q2(a) GMM modified log likelihood and parameters [10]
6. Q2(b) Fuzzy washing-machine controller [10]
7. Q3(a) Fuzzy relation and max-product comparison [10]
8. Q3(b) PSO maximization, supplied parameters [10]
9. Q4(a) Naive Bayes and Laplace smoothing [10]
10. Q4(b) Transition matrix properties and two-step probabilities [10]
11. Q5(a) GA selection, crossover and survivor replacement [10]
12. Q5(b) Mean of maxima and centroid of trapezoids [10]
13. Q6(a) Genetic algorithm for four-city TSP [10]
14. Q6(b) Markov process and homework transition paths [10]
15. Q7(a) Expectation Maximization algorithm [5]
16. Q7(b) Lambda-cut of a fuzzy relation [5]
17. Q7(c) ACO path length and pheromone update [5]
18. Q7(d) Bellman equation [5]