6533b855fe1ef96bd12b1350

RESEARCH PRODUCT

Multiple-attribute decision support system based on fuzzy logic for performance assessment

Marta OmeroWalter UkovichLorenzo D'ambrosioRaffaele Pesenti

subject

Multi-attribute decision aiding systemsDecision support systemInformation Systems and ManagementGeneral Computer ScienceComputer sciencemedicine.medical_treatmentDecision treeDecision support systemsManagement Science and Operations Researchcomputer.software_genreFuzzy logicIndustrial and Manufacturing EngineeringDEAmedicineData envelopment analysisExpert evaluationDecision engineeringEvidential reasoning approachIntelligent decision support systemDEA; Decision support systems; Expert evaluation; Fuzzy logic; Multi-attribute decision aiding systemsFuzzy logicModeling and SimulationData miningcomputerDecision analysis cycleDecision analysis

description

Abstract This paper deals with the problem of assessing the performance of a set of production units, simultaneously considering different kinds of information, yielded by a Data Envelopment Analysis, a qualitative data analysis and an expert assessment. The tool for integrating heterogeneous data is a model that applies fuzzy logic to decision support systems. The results obtained are a holistic performance assessment of each unit of the set and a ranking order of the units.

https://doi.org/10.1016/j.ejor.2003.06.035