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作者:

Yang, Zaoli (Yang, Zaoli.) | Li, Jinqiu (Li, Jinqiu.) | Huang, Lucheng (Huang, Lucheng.) (学者:黄鲁成) | Shi, Yuanyuan (Shi, Yuanyuan.)

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摘要:

In allusion to dynamic intuitionistic normal fuzzy multi-attribute decision-making (MADM) problems with unknown time weight, a MADM method based on dynamic intuitionistic normal fuzzy aggregation (DINFA) operators and VIKOR method with time sequence preference was presented. In this method, two information aggregating operators were first proposed and proved, including dynamic intuitionistic normal fuzzy weighted arithmetic average (DINFWAA) operator and dynamic intuitionistic normal fuzzy weighted geometric average (DINFWGA) operator. Meanwhile, we constructed a multi-target nonlinear programming model, which fused time degree theory that was based on subjective preference and information entropy principle based on objective preference, to obtain time weight, Based on which, according to the algorithm of intuitionistic normal fuzzy number, intuitionistic normal fuzzy information under different time sequences were aggregated by using the proposed DINFA operators, and formed a dynamic intuitionistic normal fuzzy comprehensive decision-making matrix; then, obtained the optimal solution that was the closest to ideal solution via VIKOR method. Finally, the feasibility and significance of the presented method over existing methods were verified via analysis of numerical examples. (C) 2017 Elsevier Ltd. All rights reserved.

关键词:

DINFA operators Information entropy Time degree Time sequence preference VIKOR method

作者机构:

  • [ 1 ] [Yang, Zaoli]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 2 ] [Huang, Lucheng]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 3 ] [Shi, Yuanyuan]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 4 ] [Li, Jinqiu]Harbin Engn Univ, Dept Econ & Management, Harbin 150001, Peoples R China

通讯作者信息:

  • [Yang, Zaoli]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China

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来源 :

EXPERT SYSTEMS WITH APPLICATIONS

ISSN: 0957-4174

年份: 2017

卷: 82

页码: 344-356

8 . 5 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:92

中科院分区:1

被引次数:

WoS核心集被引频次: 38

SCOPUS被引频次: 41

ESI高被引论文在榜: 0 展开所有

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