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Artificial Intelligence Through Search : Diverse Ser. - Chris Thornton

Artificial Intelligence Through Search

Diverse Ser.

Hardcover

Published: 1992
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This is an important textbook on artificial intelligence that uses the unifying thread of search to bring together most of the major techniques used in symbolic artificial intelligence. The authors, aware of the pitfalls of being too general or too academic, have taken a practical approach in that they include program code to illustrate their ideas. Furthermore, code is offered in both POP-11 and Prolog, thereby giving a dual perspective, highlighting the merits of these languages. Each chapter covers one technique and divides up into three sections: a section which introduces the technique (and its usual applications) andsuggests how it can be understood as a variant/generalisation of search; a section which developed a 'low'-level (POP-11) implementation; a section which develops a high-level (Prolog) implementation of the technique. The authors also include useful notes on alternative treatments to the material, further reading and exercises. As a practical book it will be welcomed by a wide audience including, those already experienced in AI, students with some background in programming who are taking an introductory course in AI, and lecturers looking for a precise, professional and practical text book to use in their AI courses. About the authors: Dr Christopher Thornton has a BA in Economics, an Sc in Computer Science and a DPhil in Artificial Intelligence. Formerly a lecturer in the Department of AI at the University of Edinburgh, he is now a lecturer in AI in the School of Cognitive and Computing Sciences at the University of Sussex. Professor Benedict du Boulay has a BSc in Physics and a PhD in Artificial Intelligence. Previously a lecturer in the Department of Computing Science at the University of Aberdeen he is currently Professor of Artificial Intelligence, also in the School of Cognitive and Computing Sciences, University of Sussex.

Search-Related Techniques in AIp. 1
Simple State Space Searchp. 15
State Space Searchp. 43
Heuristic State Space Searchp. 71
Heuristic Search of Game Treesp. 107
Problem Reduction (AND/OR-tree search)p. 133
Planning (microworld search)p. 171
Parsing (search as analysis)p. 201
Expert Systems (probabilistic search)p. 243
Concept learning (description search)p. 267
Prolog (search as computation)p. 293
Referencesp. 321
Appendix A: Introduction to POP-11p. 325
Indexp. 359
Appendix B Where to get the source codep. 365
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792318682
ISBN-10: 0792318684
Series: Diverse Ser.
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 365
Published: 1992
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 29.7 x 21.0  x 2.54
Weight (kg): 0.92