ISBN 9780195685725,Computational Intelligence: A Logical Approach

Computational Intelligence: A Logical Approach

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ISBN 9780195685725
Publisher

Oxford University Press

Publication Year 2006
ISBN-13

ISBN 9780195685725

ISBN-10 0195685725
Binding

Paperback

Number of Pages 576 Pages
Language (English)
Subject

Computer hardware & operating systems

Computational Intelligence: A Logical Approach provides a unique and integrated introduction to artificial intelligence. It weaves a unifying theme--an intelligent agent acting in its environment-- through the core issues of AI, placing them into a coherent framework. Rather than giving a surface treatment of an overwhelming number of topics, it covers fundamental concepts in depth, providing a foundation on which students can build an understanding of modern AI. This logical approach clarifies and integrates representation and reasoning fundamentals, leading students from simple to complex ideas with clear motivation. The authors develop AI representation schemes and describe their uses for diverse applications, from autonomous robots to diagnostic assistants to info bots that find information in rich information sources. The authors' website (http://www.cs.ubc.ca/spider/poole/ci.html) offers extensive support for the text, including source code, interactive Java scripts, various pedagogical aids, and an interactive environment for developing and debugging knowledge bases. Salient Features 1. Adopts a "logical" approach: the entire book presents a consistent evolution of representation and reasoning. 2. Focuses on an intelligent agent acting in an environment 3. World Wide Web Site available at http://www.cs.ubc.ca/ spider/poole/ci/ci_code. Html, which contains source code, interactive Java scripts, various pedagogical aids, and an interactive environment for developing and debugging knowledge bases TABLE OF CONTENTS Preface Computational Intelligence and Knowledge A Representation and Reasoning System Using Definite Knowledge Searching Representing Knowledge Knowledge Engineering Beyond Definite Knowledge Actions and Planning Assumption-Based Reasoning Using Uncertain Knowledge Learning Building Situated Robots Glossary The Prolog Programming Language Some More Implemented Systems Bibliography Index

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