Computational Intelligence For Decision Support - Chen

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1、www.aibbt.com艾伯特-专注人工智能www.aibbt.com艾伯特-专注人工智能www.aibbt.com艾伯特-专注人工智能www.aibbt.com艾伯特-专注人工智能www.aibbt.com艾伯特-专注人工智能TableofContentsPrefacePartIChapter1DecisionSupportandComputationalIntelligence1.1Overview1.2TheNeedforDecisionSupportAgents1.3ComputerizedDecisionSupportMechanisms1

2、.4ComputationalIntelligenceforDecisionSupport1.5ARemarkonTerminology1.6Data,InformationandKnowledge1.7IssuestobeDiscussedinthisBookSummarySelf-examinationQuestionsReferencesChapter2SearchandRepresentation2.1Overview2.2SampleProblemsandApplicationsofComputationalIntelligence2.2.1

3、SomeSimpleExamples2.2.2Applications2.3DefinitionofComputationalIntelligence2.3.1HistoricalDevelopmentofComputationalIntelligence2.3.2ComputationalIntelligenceasAgent-BasedProblemSolving2.3.3MeasuringtheIntelligence:TuringTest2.4BasicAssumptionsofComputationalIntelligence2.4.1Sym

4、bolism2.4.2SequentialorParallel2.4.3Logic-basedApproach2.4.4HumanIntelligenceasMetaphor2.4.5Summary2.5BasicStorageandSearchStructures2.5.1AbstractDataTypesandDataStructures2.5.2LinearStructures:Lists,Stacks,QueuesandPriorityQueues2.5.3Trees2.5.4IndexStructuresforDataAccess2.5.5D

5、iscriminationTreesforInformationRetrieval2.5.6Graphs2.5.7RemarksonSearchOperation2.6ProblemSolvingUsingSearch2.6.1MeaningsofSearchwww.aibbt.com艾伯特-专注人工智能2.6.2StateSpaceSearch2.6.3RemarksonScalingUp2.7RepresentingKnowledgeforSearch2.7.1LevelsofAbstractionInComputationalIntelligen

6、ceProblemSolving2.7.2UsingAbstractLevels2.7.3ProgrammingLanguagesforComputationalIntelligence2.8StateSpaceSearch2.8.1UninformedSearch(BlindSearch)2.8.2HeuristicSearch2.9RemarkonConstraint-BasedSearch2.10PlanningAndMachineLearningasSearch2.10.1PlanningasSearch2.10.2Symbol-BasedMa

7、chineLearningasSearchSummarySelf-examinationQuestionsReferencesChapter3PredicateLogic3.1Overvie3.2FirstOrderPredicateLogic3.2.1Bascis3.2.2PropositionalCalculus3.2.3Predicates3.2.4Quantifiers3.2.5KnowledgeBase3.2.6InferenceRules3.2.7Substitution,Unification,MostGeneralUnifier3.2.

8、8Resolution--TheBasicIdea3.3PrologforComputatio