MCA 303-Intelligent Systems |
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Overview of Artificial intelligence- Problems of AI, AI technique, Tic – Tac – Toe
problem.
Problems, Problem Space & search.
Heuristic Search Techniques,
Knowledge representation issues.
Representing knowledge using rules.
Symbolic reasoning under uncertainty.
Statistical reasoning.
Weak slot & filler structures.
Strong slot & filler structures.
Game planning –Minimax search procedure, adding alpha beta cut-off’s, iterative
deepening,
Planning.
Natural language processing, Understanding.
Learning – induction & explanation based learning.
Expert systems- expert system shells, knowledge acquisition.
Basic knowledge of programming language like Prolog & Lisp.
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Books: |
1.Artificial Intelligence, Ritch & Knight, TMH
2.Introduction to Artificial Intelligence & Expert Systems, Patterson, PHI
3.Logic & Prolog Programming, Saroj Kaushik, New Age International
4.Expert Systems, Giarranto, VIKAS
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