III B.E. (Computer Engg.)

VII SEMESTER

7CP4 ARTIFICIAL INTELLIGENCE

1. Problem definition, space search, Production systems, control strategies, Search techniques, production system characteristics, heuristic search techniques.

2. Knowledge representation and mappings, Predicate logic resolution, prepositional logic, procedural and declarative knowledge, forward and pack ward reasoning, symbolic reasoning.

3.  Game playing, mini max search, alpha-beta cutoffs, iterative deepening, planning system components, non-linear and hierarchical planning, reactive systems.

4.    Natural language processing, syntactic processing and semantic analysis.

5.   Learning in problem solving, learning from example, formal learning theory, explanation based learning.

Recommended Books:

1.      E.Rich, K Knight -Artificial Intelligence, Tata McGraw Hills.

2.     S. Russell, P. Norving -Artificial Intelligence -A Modem Approach, Pearson Education, Asia.

3.      Thomas Dean -Artificial intelligence -Theory & Practice, Pearson Education, Asia.

4.      Alison Caursey -The Essence of Artificial Intelligence, Pearson Education, Asia.