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Logical Foundations of Artificial Intelligence-[First Edition]-[1987]-[pdf]-[Michael R. Genesereth and Nils J. Nilsson (Auth.)]

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发表于 2020-1-17 23:49:34 | 显示全部楼层 |阅读模式
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书籍信息:
书名: Logical Foundations of Artificial Intelligence
语言: English
格式: pdf
大小: 23.2M
页数: 406
年份: 1987
作者: Michael R. Genesereth and Nils J. Nilsson (Auth.)
版次: First Edition
出版社: Elsevier Inc, Morgan Kaufmann

简介

Intended both as a text for advanced undergraduates and graduate students, and as a key reference work for AI researchers and developers, Logical Foundations of Artificial Intelligence is a lucid, rigorous, and comprehensive account of the fundamentals of artificial intelligence from the standpoint of logic.

The first section of the book introduces the logicist approach to AI--discussing the representation of declarative knowledge and featuring an introduction to the process of conceptualization, the syntax and semantics of predicate calculus, and the basics of other declarative representations such as frames and semantic nets.  This section also provides a simple but powerful inference procedure, resolution, and shows how it can be used in a reasoning system.

The next several chapters discuss nonmonotonic reasoning, induction, and reasoning under uncertainty, broadening the logical approach to deal with the inadequacies of strict logical deduction.  The third section introduces modal operators that facilitate representing and reasoning about knowledge.  This section also develops the process of writing predicate calculus sentences to the metalevel--to permit sentences about sentences and about reasoning processes.  The final three chapters discuss the representation of knowledge about states and actions, planning, and intelligent system architecture.

End-of-chapter bibliographic and historical comments provide background and point to other works of interest and research.  Each chapter also contains numerous student exercises (with solutions provided in an appendix) to reinforce concepts and challenge the learner.  A bibliography and index complete this comprehensive work


目录
Content:
Front Matter, Page i
Copyright, Page ii
Dedication, Page iii
Acknowledgments, Page v
Preface, Pages vii-x
Typographical Conventions, Pages xvii-xviii
CHAPTER 1 - Introduction, Pages 1-8
CHAPTER 2 - Declarative Knowledge, Pages 9-44
CHAPTER 3 - Inference, Pages 45-62
CHAPTER 4 - Resolution, Pages 63-93
CHAPTER 5 - Resolution Strategies, Pages 95-114
CHAPTER 6 - Nonmonotonic Reasoning, Pages 115-159
CHAPTER 7 - Induction, Pages 161-176
CHAPTER 8 - Reasoning with Uncertain Beliefs, Pages 177-206
CHAPTER 9 - Knowledge and Belief, Pages 207-238
CHAPTER 10 - Metaknowledge and Metareasoning, Pages 239-262
CHAPTER 11 - State and Change, Pages 263-283
CHAPTER 12 - Planning, Pages 285-306
CHAPTER 13 - Intelligent-Agent Architecture, Pages 307-328
APPENDIX A - Answers to Exercises, Pages 329-362
References, Pages 363-400
Index, Pages 401-405
Inside Back Cover, Page ibc1

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匿名  发表于 2020-6-26 15:25:56
感谢楼主分享
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