Publication | Open Access
FREE SOFTWARE FOR DECISION ANALYSIS - A Software Package for Data Envelopment Models
48
Citations
4
References
2005
Year
Unknown Venue
Mathematical ProgrammingEngineeringBusiness IntelligenceSoftware PackageSoftware EngineeringBusiness AnalyticsMultiple-criteria Decision AnalysisDecision AnalyticsOptimal System DesignOperations ResearchTrade-off AnalysisData Envelopment ModelsManagementEconomic AnalysisSystems EngineeringData-driven Decision SupportMulticriteria EvaluationTypical Dea LppStatisticsOptimizationQuantitative ManagementSystems AnalysisComputer ScienceMethod EngineeringOperations EngineeringData Envelopment AnalysisLinear ProgrammingDecision ScienceSoftware Package InterfaceData ModelingDecision Technology
Data Envelopment Analysis is based on linear programming problems (LPP) in order to find the efficiency of Decision Making Units (DMUs). This process can be computationally intense, as a LPP has to be run for each unit. Besides, a typical DEA LPP has a large number of redundant constraints concerning the inefficient DMUs. That results in degenerate LPPs and in some cases, multiple efficient solutions. The developed work intends to to fill out a gap in current DEA software packages i.e. the lack of a piece of software capable of producing full results in classic DEA models as well as the capability of using more advanced DEA models. The software package interface as well as the models and solution algorithms were implemented in Delphi. Both basic and advanced DEA models are allowed in the package. Besides the main module that includes the DEA models, there is an additional module containing some models for decision support such as the multicriteria model called Analytic Hierarchic Process (AHP). The developed piece of software was coined as FSDA – Free Software for Decision Analysis.
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