Artificial Intelligence — Winter 2023

What is “Artificial Intelligence and Artificial Intelligence Technique”?

Explain the algorithm for steepest hill climbing.

Enumerate Classical “Water jug Problem”. Describe the state space for this problem and also give the solution.

Differentiate prepositional & predicate logic.

What is clausal form? How is it useful?

What is A* search? Explain various stages of A* search with an example.

Define constraint satisfaction problem (CSP). How CSP is formulated as a search problem?

Define Non monotonic reasoning.

What is learning? Explain various learning techniques.

Write unification algorithm and explain resolution in predicate logic.

Describe Bayes theorem.

Explain local maxima, plateau, and ridge in detail.

Differentiate forward chaining and backward chaining with suitable example.

Explain connectionist models. What is perceptron?

Explain mean-end analysis approach to solve AI problems.

Describe the Expert System Development Procedure.

Explain different defuzzification methods.

Explain Inference Rules in Propositional Calculus.

Explain the Alpha-Beta Cutoffs Procedure in Game Playing.

Explain morphological and syntax analysis phases of NLP.

Explain the algorithm for Backpropagation in Neural Networks.

Demonstrate the use of Cut and Fail Predicates in Prolog with example.

Explain about the basic operators in genetic algorithms.

Describe the various steps of Natural language Processing.

What are the Applications, Features and Limitations of Prolog?