Fuzzy TOPSIS method based on alpha level sets with an application to bridge risk assessment

被引:550
作者
Wang, Ying-Ming [1 ]
Elhag, Taha M. S. [1 ]
机构
[1] Univ Manchester, Sch Mech Aerosp & Civil Engn, Manchester M60 1QD, Lancs, England
基金
英国工程与自然科学研究理事会;
关键词
TOPSIS; fuzzy multiple criteria decision making; fuzzy weighted average; alpha level sets; bridge risk assessment;
D O I
10.1016/j.eswa.2005.09.040
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a fuzzy TOPSIS method based on alpha level sets and presents a nonlinear programming (NLP) solution procedure. The relationship between the fuzzy TOPSIS method and fuzzy weighted average (FWA) is also discussed. Three numerical examples including an application to bridge risk assessment are investigated using the proposed fuzzy TOPSIS method to illustrate its applications and the differences from the other procedures. It is shown that the proposed fuzzy TOPSIS method performs better than the other fuzzy versions of the TOPSIS method. (C) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:309 / 319
页数:11
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