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[期刊论文]

Mathematical programming methodology for multiattribute decision making using interval-valued intuitionistic fuzzy sets

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author:

Wang, Li-Ling (Wang, Li-Ling.) [1] | Li, Deng-Feng (Li, Deng-Feng.) [2] | Zhang, Shu-Shen (Zhang, Shu-Shen.) [3]

Indexed by:

EI Scopus SCIE

Abstract:

Interval-valued intuitionistic fuzzy (IVIF) sets are a useful tool to deal with fuzziness inherent in decision data and decision making process. The aim of this paper is to develop a methodology for solving multiattribute decision making (MADM) with both ratings of alternatives on attributes and weights being expressed with IVIF sets. In this methodology, a weighted Euclidean distance between IF sets is defined using weights of IF sets. A pair of nonlinear programming models is constructed based on the concept of the relative closeness coefficients and the distance defined. Two simpler auxiliary nonlinear programming models are further derived to calculate the relative closeness coefficient intervals of alternatives to the IVIF positive ideal solution, which can be used to generate ranking order of alternatives based on the concept of likelihood of interval numbers. The method proposed in this paper is illustrated with a real example.

Keyword:

fuzzy system Intuitionistic fuzzy set mathematical programming multiattribute decision making uncertainty

Community:

  • [ 1 ] [Wang, Li-Ling]Dalian Univ Technol, Key Lab Ind Ecol & Environm Engn MOE, Sch Environm Sci & Technol, Dalian, Liaoning, Peoples R China
  • [ 2 ] [Zhang, Shu-Shen]Dalian Univ Technol, Key Lab Ind Ecol & Environm Engn MOE, Sch Environm Sci & Technol, Dalian, Liaoning, Peoples R China
  • [ 3 ] [Li, Deng-Feng]Fuzhou Univ, Sch Management, Fuzhou 350108, Fujian, Peoples R China

Reprint 's Address:

  • 李登峰

    [Li, Deng-Feng]Fuzhou Univ, Sch Management, 2 Xueyuan Rd, Fuzhou 350108, Fujian, Peoples R China

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Source :

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

ISSN: 1064-1246

Year: 2013

Issue: 4

Volume: 24

Page: 755-763

0 . 9 3 6

JCR@2013

1 . 7 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 14

SCOPUS Cited Count: 20

30 Days PV: 0

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