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author:

Lin, Yang (Lin, Yang.) [1] | Wang, Ying-Ming (Wang, Ying-Ming.) [2] (Scholars:王应明)

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Hesitant multiplicative preference relations (HMPRs) are utilized to describe situations where a decision maker gives several possible values by Saaty's 1-9 scale in pairwise comparison. For further applications of HMPRs, this paper develops two priority methods based on data envelopment analysis (DEA) for group decision making. These methods include self-weight prioritization and the cross-weight prioritization, which are similar to the self-evaluation efficiency and the cross-evaluation efficiency in DEA theory, respectively. We prove that both of them can generate true priority weights for consistent HMPRs. The mechanisms of these proposed methods are illustrated with numerical examples. Also, comparisons with other methods are performed to show the advantages of the proposed methods.

Keyword:

Cross-weight priority Data envelopment analysis Group decision making Hesitant fuzzy set Hesitant multiplicative preference relation Self-weight priority

Community:

  • [ 1 ] [Lin, Yang]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Lin, Yang]Fujian Normal Univ, Sch Econ, Fuzhou 350117, Fujian, Peoples R China

Reprint 's Address:

  • 王应明

    [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China

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Source :

NEURAL COMPUTING & APPLICATIONS

ISSN: 0941-0643

Year: 2019

Issue: 2

Volume: 31

Page: 437-447

4 . 7 7 4

JCR@2019

4 . 5 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:150

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 21

SCOPUS Cited Count: 20

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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