An extension to fuzzy MCDM

被引:54
作者
Chu, Ta-Chung [1 ]
Lin, Yichen [1 ]
机构
[1] Natl Univ Tainan, Grad Inst Technol Management, Taipei, Taiwan
关键词
Fuzzy MCDM; Normalization; Riemann integral; Mean of removals; DECISION-MAKING; REASONABLE PROPERTIES; RANKING; NUMBERS; SELECTION; LOCATION; IDEAL; AREA;
D O I
10.1016/j.camwa.2008.10.076
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
An extension to the fuzzy multiple criteria decision making (MCDM) model is suggested in this work, where the ratings of alternatives versus criteria, and the importance weights of all criteria, are assessed in linguistic values represented by fuzzy numbers. Moreover, values of alternatives under objective criteria are normalized by a suggested approach. Meanwhile, the membership function of the final fuzzy evaluation value of each alternative can be developed. In addition, a Riemann integral based mean of removals is suggested to rank all the final fuzzy evaluation values for final decision making, so that the ranking procedure can be clearly formulated. Finally, a numerical example demonstrates the feasibility of the proposed model. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:445 / 454
页数:10
相关论文
共 35 条
[1]   Ranking of fuzzy numbers by sign distance [J].
Abbasbandy, S. ;
Asady, B. .
INFORMATION SCIENCES, 2006, 176 (16) :2405-2416
[2]   Selecting the most efficient maintenance approach using fuzzy multiple criteria decision making [J].
Al-Najjar, B ;
Alsyouf, I .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2003, 84 (01) :85-100
[3]  
[Anonymous], 1992, Fuzzy Multiple Attribute Decision Making: Methods and Applications
[4]  
[Anonymous], 1991, Introduction to Fuzzy Arithmetic
[5]   A REVIEW OF SOME METHODS FOR RANKING FUZZY SUBSETS [J].
BORTOLAN, G ;
DEGANI, R .
FUZZY SETS AND SYSTEMS, 1985, 15 (01) :1-19
[6]   Fuzzy multiple criteria decision making: Recent developments [J].
Carlsson, C ;
Fuller, R .
FUZZY SETS AND SYSTEMS, 1996, 78 (02) :139-153
[7]  
CHANG TM, 2004, P 5 C MAN THEOR PRAC
[8]   A fuzzy approach for supplier evaluation and selection in supply chain management [J].
Chen, CT ;
Lin, CT ;
Huang, SF .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2006, 102 (02) :289-301
[9]   A fuzzy approach to select the location of the distribution center [J].
Chen, CT .
FUZZY SETS AND SYSTEMS, 2001, 118 (01) :65-73
[10]   A fuzzy credit-rating approach for commercial loans: a Taiwan case [J].
Chen, LH ;
Chiou, TW .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 1999, 27 (04) :407-419