ISBN 9781558605350,Artificial Intelligence: A New Synthesis

Artificial Intelligence: A New Synthesis

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ISBN 9781558605350

Elsevier Publishing Company

Publication Year 1998

ISBN 9781558605350

ISBN-10 1558605355


Number of Pages 513 Pages
Language (English)

Medical physics

Intelligent agents are employed as the central characters in this introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, planning, and language understanding are each revealed through the growing capabilities of these agents. A distinguishing feature of this text is in its evolutionary approach to the study of AI. This book provides a refreshing and motivating synthesis of the field by one of AI's master expositors and leading researches.

Salient Features

An evolutionary approach provides a unifying theme
Thorough coverage of important AI ideas, old and new
Frequent use of examples and illustrative diagrams
Extensive coverage of machine learning methods throughout the text
Citations to over 500 references
Comprehensive index