仿真建模与分析(第4版)(清华版双语教学用书)

《仿真建模与分析(第4版)(清华版双语教学用书)》是由清华大学出版社出版。

作者：(美国)劳尔(Law.A.M.)

Chapter1BasicSimulationModeling
1.1TheNatureofSimulation
1.2Systems,Models,andSimulation
1.3Discrete-EventSimulation
1.3.1Time-AdvanceMechanisms
1.3.2ComponentsandOrganizationofaDiscrete-EventSimulationModel
1.4SimulationofaSingle-ServerQueueingSystem
1.4.1ProblemStatement
1.4.2IntuitiveExplanation
1.4.3ProgramOrganizationandLogic
1.4.4CProgram
1.4.5SimulationOutputandDiscussion
1.4.6AlternativeStoppingRules
1.4.7DeterminingtheEventsandVariables
1.5SimulationofanInventorySystem
1.5.1ProblemStatement
1.5.2ProgramOrganizationandLogic
1.5.3CProgram
1.5.4SimulationOutputandDiscussion
1.6StepsinaSoundSimulationStudy
1.7OtherTypesofSimulation
1.7.1ContinuousSimulation
1.7.2CombinedDiscrete-ContinuousSimulation
1.7.3MonteCarloSimulation
1.8Advantages,Disadvantages,andPitfallsofSimulation
Appendix1A:APrimeronQueueingSystems
1A.1ComponentsofaQueueingSystem
1A.2NotationforQueueingSystems
1A.3MeasuresofPerformanceforQueueingSystems
Problems

Chapter2ModelingComplexSystems
2.1Introduction
2.2ListProcessinginSimulation
2.2.1ApproachestoStoringListsinaComputer
2.2.2LinkedStorageAllocation
2.3ASimpleSimulationLanguage:simlib
2.4Single-ServerQueueingSimulationwithsimlib
2.4.1ProblemStatement
2.4.2simlibProgram
2.4.3SimulationOutputandDiscussion
2.5Time-SharedComputerModel
2.5.1ProblemStatement
2.5.2simlibProgram
2.5.3SimulationOutputandDiscussion
2.6MultitellerBankWithJockeying
2.6.1ProblemStatement
2.6.2simlibProgram
2.6.3SimulationOutputandDiscussion
2.7Job-ShopModel
2.7.1ProblemStatement
2.7.2simlibProgram
2.7.3SimulationOutputandDiscussion
2.8EfficientEvent-ListManipulation
Appendix2A:CCodeforsimlib
Problems

Chapter3SimulationSoftware
3.1Introduction
3.2ComparisonofSimulationPackageswithProgrammingLanguages
3.3ClassificationofSimulationSoftware
3.3.1General-Purposevs.Application-OrientedSimulationPackages
3.3.2ModelingApproaches
3.3.3CommonModelingElements
3.4DesirableSoftwareFeatures
3.4.1GeneralCapabilities
3.4.2HardwareandSoftwareRequirements
3.4.3AnimationandDynamicGraphics
3.4.4StatisticalCapabilities
3.4.5CustomerSupportandDocumentation
3.4.6OutputReportsandGraphics
3.5General-PurposeSimulationPackages
3.5.1Arena
3.5.2Extend
3.5.3OtherGeneral-PurposeSimulationPackages
3.6Object-OrientedSimulation

Chapter4ReviewofBasicProbabilityandStatistics
4.1Introduction
4.2RandomVariablesandTheirProperties
4.3SimulationOutputDataandStochasticProcesses
4.4EstimationofMeans,Variances,andCorrelations
4.5ConfidenceIntervalsandHypothesisTestsfortheMean
4.6TheStrongLawofLargeNumbers
4.7TheDangerofReplacingaProbabilityDistributionbyitsMean
Appendix4A:CommentsonCovariance-StationaryProcesses
Problems

Chapter5BuildingValid,Credible,andAppropriatelyDetailedSimulationModels
5.1IntroductionandDefinitions
5.2GuidelinesforDeterminingtheLevelofModelDetail
5.3VerificationofSimulationComputerPrograms
5.4TechniquesforIncreasingModelValidityandCredibility
5.4.1CollectHigh-QualityInformationanDataontheSystem
5.4.InteractwiththeManageronaRegularBasis
5.4.3MaintainaWrittenAssumptionsDocumentandPerformaStructuredWalk-Through
5.4.4ValidateComponentsoftheModelbyUsingQuantitativeTechniques
5.4.5ValidatetheOutputfromtheOverallSimulationModel
5.4.6Animation
5.5Management'sRoleintheSimulationProcess
5.6StatisticalProceduresforComparingReal-WorldObservationsandSimulationOutputData
5.6.1InspectionApproach
5.6.2Confidence-IntervalApproachBasedonIndependentData
……
Chapter8GeneratingRandomVariates
Chapter9OutputDataAnlaysisforaSingleSystem
Chapter10ComparingAlternativeSystemConfigurations
Chapter11Variance-ReductionTechniques
Chapter12ExperimentalDesignandOptimization
Chapter13SimulationofManufacturingSystems
Appendix
References