QuestionBank_M.Sc.(IT)(AI &ML)_I__ARTIFICIAL INTELLIGENCE.pdf

GANPAT UNIVERSITY Department Of Computer Science M.Sc. IT (AI & ML) SEMESTER – I ARTIFICIAL INTELLIGENCE Question Bank Unit-1 1. Define AI. 2. Agent 3. Rationa...

GANPAT UNIVERSITY Department Of Computer Science M.Sc. IT (AI & ML) SEMESTER – I ARTIFICIAL INTELLIGENCE Question Bank Unit-1 1. Define AI. 2. Agent 3. Rationally 4. Critic, Performance Elements, Learning Elements. 5. Difference between failure value and cutoff value. 6. Agent Architecture 7. Agent Program 8. Agent Function 9. Informed Search 10.Blind search 11.Explain the nature of environment with proper two example. 12.Describe the various properties of the task environment. 13.List out the different type of Agent. Explain all with suitable diagram and algorithm. 14.List out different four types of problem solving example. And explain all with proper diagram and in form of different properties. 15.Discuss the history of AI. Unit-2 1. Informed Search 2. Explain in detail BFS. 3. Explain in detail DFS. 4. Explain in detail DLS. 5. Explain in detail Uniform cost search. 6. Explain in detail Iterative deepening search. 7. Explain in detail Bidirectional search. 8. Explain best first search. 9. Explain greedy best first search. 10.Explain A* search. 11.What is Local search algorithms and optimization problem? Explain its four strategies of that in detail. 12.Explain Constraint satisfaction problems (CSP). 13.Explain imperfect real-time decision games with proper example. 14.Explain in detail backtracking search. 15.Explain Optimal Decisions in Games with proper example. 16.Explain minimax algorithm in detail. 17.Discuss Alpha-Beta Pruning in detail. Unit-3 1. Explain First order predicate calculus(FOPL) with different examples. 2. Explain semantic networks in detail. 3. Discuss the frame system in detail. 4. Explain the conceptual dependency in detail. 5. Explain the scripts with proper example. 6. What is the meaning of knowledge based agent? Explain different approaches to knowledge representation. 7.Write a note on different types of uncertainty. Unit-4 1. Write a short note on Expert system shells. 2. Discuss Knowledge acquisition in detail. 3. Explain Vidwan Framework in detail. 4. What is expert system? Discuss the application of expert system. 5. Explain the case studies of MYCIN. 5.Write a short note on fuzzy logic system. 6.What is learning? Discuss Rote learning in detail.