Artificial Intelligence | Anamitra Nimbalkar
Rs. 349.0000 10

Sale Artificial Intelligence | Anamitra Nimbalkar

Artificial Intelligence for ANNA University ( VI-CSE/IT-2013 course )

Introduction to AI and Production Systems
Representation of Knowledge
Knowledge Inference
Planning and Machine Learning
Expert Systems


Introduction to AI and Production Systems Introduction to Al - Problem formulation, Problem definition - Production systems, Control strategies, Search strategies, Problem characteristics, Production system characteristics - Specialized production system - Problem solving methods - Problem graphs, Matching, Indexing and heuristic functions - Hill climbing - Depth first and breath first, Constraints satisfaction - Related algorithms, Measure of performance and analysis of search algorithms. Representation of Knowledge Game playing - Knowledge representation, Knowledge representation using predicate logic, Introduction to predicate calculus, Resolution, Use of predicate calculus, Knowledge representation using other logic-Structured representation of knowledge. Knowledge Inference Knowledge representation - Production based system, Frame based system. Inference - Backward chaining, Forward chaining, Rule value approach, Fuzzy reasoning - Certainty factors, Bayesian theory - Bayesian network - Dempster Shafer theory. Planning and Machine Learning Basic plan generation systems - Strips - Advanced plan generation systems - K strips - Strategic explanations - Why, why not and how explanations. Learning - Machine learning adaptive learning. Expert Systems Expert systems - Architecture of expert systems, Roles of expert systems - Knowledge acquisition - Meta knowledge, Heuristics, Typical expert systems - MYCIN, DART, XOON, Expert systems shells.


Author: Anamitra Nimbalkar

Language: English

Publisher: Technical Publications

ISBN :9789333206815

Condition Used - 2008 reg. New - 2013 Reg.
Publication Technical Publications
Writer Anamitra Nimbalkar
ISBN-10 9333206817
ISBN-13 9789333206815

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