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author:

Li, Deng-Feng (Li, Deng-Feng.) [1] | Chen, Guo-Hong (Chen, Guo-Hong.) [2] | Huang, Zhi-Gang (Huang, Zhi-Gang.) [3]

Indexed by:

EI

Abstract:

The purpose of this paper is to develop a linear programming methodology for solving multiattribute group decision making problems using intuitionistic fuzzy (IF) sets. In this methodology, IF sets are constructed to capture fuzziness in decision information and decision making process. The group consistency and inconsistency indices are defined on the basis of pairwise comparison preference relations on alternatives given by the decision makers. An IF positive ideal solution (IFPIS) and weights which are unknown a priori are estimated using a new auxiliary linear programming model, which minimizes the group inconsistency index under some constraints. The distances of alternatives from the IFPIS are calculated to determine their ranking order. Moreover, some properties of the auxiliary linear programming model and other generalizations or specializations are discussed in detail. Validity and applicability of the proposed methodology are illustrated with the extended air-fighter selection problem and the doctoral student selection problem. © 2010 Elsevier Inc. All rights reserved.

Keyword:

Decision making Fuzzy sets Linear programming

Community:

  • [ 1 ] [Li, Deng-Feng]School of Management, Fuzhou University, Fuzhou, 350108 Fujian, China
  • [ 2 ] [Li, Deng-Feng]Department Five, Dalian Naval Academy, Dalian, 116018 Liaoning, China
  • [ 3 ] [Chen, Guo-Hong]School of Management, Fuzhou University, Fuzhou, 350108 Fujian, China
  • [ 4 ] [Huang, Zhi-Gang]School of Management, Fuzhou University, Fuzhou, 350108 Fujian, China

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Source :

Information Sciences

ISSN: 0020-0255

Year: 2010

Issue: 9

Volume: 180

Page: 1591-1609

2 . 8 3 6

JCR@2010

0 . 0 0 0

JCR@2023

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 191

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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