An OWA-TOPSIS method for multiple criteria decision analysis

被引：46

作者：

Chen, Ye ^{[1
]}

Li, Kevin W. ^{[2
]}

Liu, Si-feng ^{[1
]}

机构：

[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 210016, Jiangsu, Peoples R China

[2] Univ Windsor, Odette Sch Business, Windsor, ON N9B 3P4, Canada

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2011年 / 38卷 / 05期

基金：

加拿大自然科学与工程研究理事会;

关键词：

Multiple criteria decision analysis; TOPSIS; OWA; Distance-based ranking; Decision aggregation; CLASSIFICATION;

D O I：

10.1016/j.eswa.2010.10.039

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A hybrid approach integrating OWA (Ordered Weighted Averaging) aggregation into TOPSIS (technique for order performance by similarity to ideal solution) is proposed to tackle multiple criteria decision analysis (MCDA) problems. First, the setting of extreme points (ideal and anti-ideal points) in TOPSIS is redefined and extended for handling the multiple extreme points situation where a decision maker (DM) or multiple DMs can provide more than one pair of extreme points. Next, three different aggregation schemes are designed to integrate OWA into the TOPSIS analysis procedure. A numerical example is provided to demonstrate the proposed approach and the results are compared for different aggregation settings and confirm the robustness of rankings from different scenarios. (C) 2010 Elsevier Ltd. All rights reserved.

引用

页码：5205 / 5211

页数：7

共 31 条

[1]

[Anonymous], 1997, The Ordered Weighted Averaging Operation: Theory, Methodology and Applications

[2]

[Anonymous], 1998, NEW DEAL TRUNK ROADS

[3]

BROOKHART G, 2006, BUSINESS BENCHMARK, pCH1

[4] Extensions of the TOPSIS for group decision-making under fuzzy environment [J].

Chen, CT .

FUZZY SETS AND SYSTEMS, 2000, 114 (01) :1-9

[5] Combining grey relation and TOPSIS concepts for selecting an expatriate host country [J].

Chen, MF ;

Tzeng, GH .

MATHEMATICAL AND COMPUTER MODELLING, 2004, 40 (13) :1473-1490

[6] Multiple criteria classification with an application in water resources planning [J].

Chen, Y ;

Kilgour, DM ;

Hipel, KW .

COMPUTERS & OPERATIONS RESEARCH, 2006, 33 (11) :3301-3323

[7] A case-based distance model for multiple criteria ABC analysis [J].

Chen, Ye ;

Li, Kevin W. ;

Kilgour, D. Marc ;

Hipel, Keith W. .

COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (03) :776-796

[8] An extreme-distance approach to multiple criteria ranking [J].

Chen, Ye ;

Kilgour, D. Marc ;

Hipel, Keith W. .

MATHEMATICAL AND COMPUTER MODELLING, 2011, 53 (5-6) :646-658

[9] A DEA-TOPSIS method for multiple criteria decision analysis in emergency management [J].

Chen, Ye ;

Li, Kevin W. ;

Xu, Haiyan ;

Liu, Sifeng .

JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2009, 18 (04) :489-507

[10] OWA-weighted based clustering method for classification problem [J].

Cheng, Ching-Hsue ;

Wang, Jia-Wen ;

Wu, Ming-Chang .

EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) :4988-4995

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