II B.E. (Electronics & Communication)

VII SEMESTER

7 EC6.4 AI & EXPERT SYSTEMS

1. INTRODUCTION TO AI KNOWLEDGE: Importance of AI, Knowledge Base System Knowledge organization & manipulation, Conceptual Introduction to LISP and other AI programming Languages.

2. KNOWLEDGE REPRESENTATION: Syntax Semantics, Inference Rules, Non deductive Inference methods, and representation using rules, forward chaining and backward chaining. Fuzzy Logic & Natural. languages computations. Probabilistic Reasoning. Object Oriented Representations.

3. KNOWLEDGE ORGANIZATION & MANIPULATION: Search & control strategies, matching techniques, knowledge organization & management, Genetic Algorithms based search techniques.

4. KNOWLEDGE SYSTEMS ARCHITECTURE: Rule based, non-production, uncertainly knowledge system building tools.

5. KNOWLEDGE ACQUISITION: General concepts,, learning by induction.

Recommended Books:

1. AI & ES -Dan W Patterson, Prentice Hall of India.

2. Luger- Artificial intelligence, Pearson Education.

3. Jackson. Introduction Expert Systems. Pearson Education.

4. Rich & Knight -Artificial Intelligence. Tata Mc-Graw Hill