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

被引:12
作者
Omero, M
D'Ambrosio, L
Pesenti, R
Ukovich, W
机构
[1] Univ Trieste, Dipartimento Elettrotecn Elettron & Informat, I-34127 Trieste, Italy
[2] Univ Bari, Dipartimento Matemat, I-70125 Bari, Italy
[3] Univ Palermo, Dipartimento Ingn Automat & Informat, I-90128 Palermo, Italy
关键词
decision support systems; fuzzy logic; multi-attribute decision aiding systems; DEA; expert evaluation; RELATIVE EFFICIENCY;
D O I
10.1016/j.ejor.2003.06.035
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
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. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:710 / 725
页数:16
相关论文
共 26 条
[1]   Optimization modeling for estimating and enhancing relative efficiency with application to industrial companies [J].
Al-Shammari, M .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 115 (03) :488-496
[2]  
[Anonymous], SOCIOECON PLAN SCI
[3]  
BARNETT A, 1994, HDB OPERATIONS RES M, V6, P59
[4]   Qualitative company performance evaluation: Linear discriminant analysis and neural network models [J].
Bertels, K ;
Jacques, JM ;
Neuberg, L ;
Gatot, L .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 115 (03) :608-615
[5]   MANAGERIAL EFFICIENCY AND THE SCHUMPETERIAN LINK BETWEEN SIZE, MARKET-STRUCTURE AND INNOVATION REVISITED [J].
BUGHIN, J ;
JACQUES, JM .
RESEARCH POLICY, 1994, 23 (06) :653-659
[6]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[7]  
COOPER WW, 1999, DATA ENV ANAL COMPRE
[8]  
COPELAND T.E., 1988, FINANCIAL THEORY COR, V3rd
[9]  
DETONI A, 1999, STRUTTURA COMPETITIV
[10]  
DIAS LM, DEFINITION ROBUSTNES