Intelligent Systems II · TEE · papers-chapter

Final / re-examination · 28 Apr 2025

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) Joint masses, normalization and conditional probability [5]
2. Q1(b) Genetic algorithm applications [5]
3. Q1(c) Fuzzy union, intersection and complements [5]
4. Q1(d) Cable-company Markov matrix and diagram [5]
5. Q2(a) Fuzzy investment-controller design and centroid [10]
6. Q2(b) GMM versus k-means, log likelihood and parameter count [10]
7. Q3(a) Bayesian-network conditional cough probability [10]
8. Q3(b) Fuzzy Cartesian relations and composition-domain ambiguity [10]
9. Q4(a) PSO one iteration with missing initialization [10]
10. Q4(b) Naive Bayes product-purchase classification [10]
11. Q5(a) Binary GA crossover, one-bit mutation and fitness [10]
12. Q5(b) Bike-sharing Markov transitions, retention and gains [10]
13. Q6(a) ACO tour lengths, evaporation and pheromone deposition [10]
14. Q6(b) Two-step walking/cycling Markov transition [10]
15. Q7(a) Fuzzy logic applications and complete controller example [10]
16. Q7(b) Bellman equations and reinforcement-learning applications [10]