一种PROMETHEE Ⅱ权重的敏感性分析方法-豆柴文库

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一种PROMETHEEⅡ权重的敏感性分析方法
Title:SensitivityAnalysisMethodforPROMETHEEIIWeighting:AComprehensiveOverview
Abstract:
PrometheusIIisamulti-criteriadecision-makingmethodwidelyusedinvariousfields.Itutilizespairwisecomparisonmatricestodeterminetherelativeimportanceofcriteriaandalternatives.However,determiningtheweightsforcriteriaisoftensubjectiveandinfluencedbyvariousfactors,whichcanimpacttheoveralldecisionoutcome.ThispaperaimstoprovideacomprehensiveoverviewofsensitivityanalysismethodsforPROMETHEEIIweighting.Thestudyinvestigatesthefactorsaffectingtheweights,discussessensitivityanalysisapproaches,andpresentstheirapplicationsindecision-makingprocesses.
1.Introduction:
1.1Background
1.2ObjectivesandSignificance
1.3StructureofthePaper
2.PROMETHEEIIMethod:
2.1OverviewofPROMETHEEII
2.2WeightinginPROMETHEEII
3.FactorsAffectingWeightsinPROMETHEEII:
3.1Subjectivity
3.2ExpertJudgment
3.3CriteriaInteractions
3.4DecisionContext
3.5DataQuality
4.SensitivityAnalysisinPROMETHEEIIWeighting:
4.1DefinitionandImportanceofSensitivityAnalysis
4.2SensitivityAnalysisApproaches
4.2.1One-at-a-timeSensitivityAnalysis
4.2.2TornadoDiagrams
4.2.3MonteCarloSimulation
4.2.4SensitivityIndex
4.3ChoosingtheAppropriateSensitivityAnalysisApproach
5.ApplicationofSensitivityAnalysisinPROMETHEEIIWeighting:
5.1CaseStudy1:EvaluatingInvestmentAlternatives
5.2CaseStudy2:EnvironmentalImpactAssessment
5.3CaseStudy3:SupplierSelection
6.ChallengesandLimitations:
6.1UncertaintyintheDecision-MakingProcess
6.2ComplexityofCriteriaInteractions
6.3DataAvailabilityandQuality
6.4DecisionContextandStakeholderPerspectives
7.FutureResearchDirections:
7.1IntegrationofBayesianBeliefNetworks
7.2ApplicationofMachineLearningTechniques
7.3HybridApproachesforWeightSensitivityAnalysis
8.Conclusion:
8.1SummaryofFindings
8.2ImplicationsforDecision-Makers
8.3RecommendationsforFutureResearch
9.References
ThispaperprovidesacomprehensiveoverviewofsensitivityanalysismethodsforPROMETHEEIIweighting.ItstartswithanintroductionandbackgroundofthePROMETH