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A

Section A: Long Answer Questions

Attempt any TWO questions.

3 questions·10 marks each
1long10 marks

Explain the concept of fuzzy logic. Discuss fuzzy sets, membership functions, and the structure of a fuzzy inference system with an example.

fuzzy-logicfuzzy-sets
2long10 marks

Explain Constraint Satisfaction Problems (CSP). Describe how backtracking search and constraint propagation are used to solve a map-coloring problem.

cspconstraint-satisfaction
3long10 marks

What is machine learning? Differentiate between supervised, unsupervised, and reinforcement learning with examples and discuss the perceptron learning rule.

machine-learningperceptron
B

Section B: Short Answer Questions

Attempt any EIGHT questions.

9 questions·5 marks each
4short5 marks

Differentiate between supervised and unsupervised learning.

machine-learning
5short5 marks

Explain the concept of overfitting in machine learning.

machine-learning
6short5 marks

What is genetic algorithm? Explain its basic operators.

genetic-algorithm
7short5 marks

Explain the Wumpus world problem in brief.

knowledge-representationagents
8short5 marks

Differentiate between depth-first search and best-first search.

search
9short5 marks

What is the goal of unification in predicate logic?

predicate-logicunification
10short5 marks

Explain the components of an expert system.

expert-system
11short5 marks

Differentiate between strong AI and weak AI.

ai-basics
12short5 marks

What is the Turing test? Explain its significance.

ai-basicsturing-test