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作者:

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

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EI Scopus SCIE

摘要:

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.

关键词:

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

作者机构:

  • [ 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

通讯作者信息:

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

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来源 :

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

ISSN: 1064-1246

年份: 2018

期: 4

卷: 35

页码: 3937-3954

2 . 0 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:81

JCR分区:3

被引次数:

WoS核心集被引频次: 5

SCOPUS被引频次: 6

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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