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Author:

Li, Jinqiu (Li, Jinqiu.) | Chen, Wei (Chen, Wei.) | Yang, Zaoli (Yang, Zaoli.) | Li, Chuanyun (Li, Chuanyun.) | Sellers, J. S. (Sellers, J. S..)

Indexed by:

EI Scopus SCIE

Abstract:

For multi-attribute decision-making (MADM) problems with temporal characteristics and attribute values of interval-valued intuitionistic normal fuzzy numbers, dynamic interval-valued intuitionistic normal fuzzy weighted averaging (DIINFWA) operators are presented, and their properties are proved. Since attribute weights and time weights have both been unknown in MADM problems, we propose a dynamic interval-valued intuitionistic normal fuzzy MADM method. In this method, a combination weighting method of gray correlation analysis and the maximum deviation method are used to solve for attribute weights, comprehensively considering the subjective experience of decision-makers and objectives of decision data; time weights are decomposed into time-constant and time-variable weight vectors. We determine time weights using the time function, combining information entropy and a logistic function. According to the algorithm of interval-valued intuitionistic normal fuzzy numbers, decision-making information in different time sequences are aggregated using the proposed DIINFWA operators. We construct a dynamic interval-valued intuitionistic normal fuzzy comprehensive decision matrix and use the VIKOR (Vlsekriterijumska Optimizacija I Kompromisno Resenje) method to obtain the optimal solution. Finally, the feasibility and significance of the presented method compared to existing methods are verified through analysis of numerical examples.

Keyword:

DIINFWA operator VIKOR method combination weighting method gray correlation analysis Decision analysis

Author Community:

  • [ 1 ] [Li, Jinqiu]Harbin Engn Univ, Sch Econ & Management, Harbin 150001, Heilongjiang, Peoples R China
  • [ 2 ] [Chen, Wei]Harbin Engn Univ, Sch Econ & Management, Harbin 150001, Heilongjiang, Peoples R China
  • [ 3 ] [Li, Chuanyun]Harbin Engn Univ, Sch Econ & Management, Harbin 150001, Heilongjiang, Peoples R China
  • [ 4 ] [Yang, Zaoli]Beijing Univ Technol, Sch Econ & Management, Beijing, Peoples R China
  • [ 5 ] [Sellers, J. S.]McMaster Univ, Dept Econ, Hamilton, ON, Canada

Reprint Author's Address:

  • [Li, Jinqiu]Harbin Engn Univ, Sch Econ & Management, Harbin 150001, Heilongjiang, Peoples R China

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Source :

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

ISSN: 1064-1246

Year: 2018

Issue: 4

Volume: 35

Page: 3937-3954

2 . 0 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:161

JCR Journal Grade:3

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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