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本版在融合了前几个版本的理论知识和实际应用的基础上进行了改进。本书分两部分,第一部分介绍专家系统的基本理论,并对人工智能及其与专家系统的关系做了总体论述。第二部分集中介绍应用技术,包括CLPS专家系统工具和新的面向对象语言COOL。读者将学习如何应用COOL语言通过定义规则和对象,开发一个完整的专家系统。书中每一章的最后都设计了有针对性的习题,帮助读者加强对知识的理解。
本书可作为计算机科学、管理信息系统或软件工程专业高年级本科生或研究生的教材和参考书。
本书特点:
·覆盖面广,包括专家系统的理论知识和基于规则的应用。
·内容全面更新,反映了快速发展的专家系统领域的最新趋势。
·附送一个包括CLIPS程序、源代码以及其他相关文档的光盘。
PREFACE
CHAPTER1:Introdutctiontoexpertsystems
1.1Introduction
1.2Whatisanexpertsystem
1.3Advantagesofexpertsystems
1.4Generalconceptsofexpertsystems
1.5Charactetisticsofanexpertsystems
1.6Thedevelopmentofexpertsystemstechnology
1.7Expertsystemsapplicationsanddomains
1.8Languages,shells,andtools
1.9Elementsofanexpertsystem
1.10Productionsystems
1.11Proceduralparadigms
1.12Nonproceduralparadigms
1.13Connectionistexpertsystemsandinductiveleaning
1.14Connectionistexpertsystemsandinductive
1.15Thestateoftheartinartificialintelligence
1.16summary
problems
Bibilgraphy
CHAPTER2:TheRepresentationofKnowledge
2.1Introduction
2.2Themeaningofknowledge
2.3Productions
2.4Semanticnets
2.5Object-attribute-valuetriples
2.6prologandsemanticnets
2.7Difficultieswithsemanticnets
2.8schemata
2.9Frames
2.10Difficultieswithframes
2.11Logicandsets
2.12Propositionallogic
2.13Thefirstorderpredicatelogic
2.14Theuniversalquantifier
2.15Theexitentialquantifier
2.16Quantifiersandsets
2.17Limitationsofpredicatelogic
2.18Summary
Problems
Bibliography
CHAPTER3:Methodsofinference
3.1Induction
3.2Trees,lattices,andgraphs
3.3Stateandproblemspaces
3.4AND-ORtreesandgoals
3.5Deductivelogicandsyllogisms
3.6Rulesofinference
3.7Limitationsofpropositionallogic
3.8First-orderpredicatelogic
3.9logicsystems
3.10Resolution
3.11Resolutionsystemsanddeduction
3.12Shallowandcausalreasoning
3.13Resolutionandfirst-orderpredicate
3.14Forwardandbackwardchaining
3.15Othermethodsofinference
3.16Metaknowledge
3.17Hiddenmarkovmodels
3.18summay
Problems
Bibliogaphy
CHARPTER4:Reasoningunderuncertainy
CHARPTER5:Inexactreasoning
CHARPTER6:Designofexpertsystems
CHARPTER7:Introductiontoclips
CHARPTER8:Adancedpatternmatching
CHARPTER9:Modulardesign,executioncontrol,andruleefficiency
CHARPTER10:Proceduralprogramming
CHARPTER11:classes,instances,andmessage-handlers
CHARPTER12:Expertsystemdesignexamples
APPENDIXES

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