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author:

Zheng, Jing (Zheng, Jing.) [1] | Wang, Ying-Ming (Wang, Ying-Ming.) [2] (Scholars:王应明) | Zhang, Kai (Zhang, Kai.) [3] | Gao, Jian-Qing (Gao, Jian-Qing.) [4] | Yang, Long-Hao (Yang, Long-Hao.) [5] (Scholars:杨隆浩)

Indexed by:

EI Scopus SCIE

Abstract:

Emergency decision making (EDM) entails a heterogeneous multi-attributes problem concerning crisp number, interval number, triangular fuzzy number, and intuitionistic fuzzy number, etc. However, it creates difficulties for the decision makers (DMs) in undertaking an optimal decision. The study focuses on the heterogeneous multiattribute case retrieval method, which is an effective method to assist DMs in promptly generating an emergency alternative. Nevertheless, the accuracy and comprehensiveness of similarity measurement remains one of the major issues to be solved when obtaining the similar case set; this is a key step in EDM. A heterogeneous multiattribute case similarity measurement based on bidirectional projection is firstly proposed to calculate the case similarities between the historical cases and the target case, which simultaneously considers distance and direction, along with the optimal model based on maximum entropy method and the nearness degree is constructed to determine the attribute weights. Furthermore, the DMs' psychological behavior is considered during the selection process of the most suitable historical case via the TODIM (an acronym in Portuguese of interactive and multi-attribute decision making) method. Hence, an alternative of the most suitable historical case can be exploited to generate the alternative of target case. Finally, the proposed method is illustrated using a typhoon disaster, and its feasibility, effectiveness, and practicality are validated via sensitivity analysis and its comparisons with other methods.

Keyword:

Bidirectional projection Case retrieval Emergency decision making Heterogeneous multi-attribute TODIM

Community:

  • [ 1 ] [Zheng, Jing]Fujian Jiangxia Univ, Coll Elect & Informat Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 2 ] [Gao, Jian-Qing]Fujian Jiangxia Univ, Coll Elect & Informat Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 3 ] [Zheng, Jing]Fujian Jiangxia Univ, Res Inst Data Anal & Intelligent Decis Making Fuji, Fuzhou 350108, Fujian, Peoples R China
  • [ 4 ] [Gao, Jian-Qing]Fujian Jiangxia Univ, Res Inst Data Anal & Intelligent Decis Making Fuji, Fuzhou 350108, Fujian, Peoples R China
  • [ 5 ] [Wang, Ying-Ming]Fuzhou Univ, Inst Decis Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 6 ] [Yang, Long-Hao]Fuzhou Univ, Inst Decis Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 7 ] [Zhang, Kai]Fujian Chuanzheng Commun Coll, Dept Informat Engn, Fuzhou 350007, Fujian, Peoples R China

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Source :

EXPERT SYSTEMS WITH APPLICATIONS

ISSN: 0957-4174

Year: 2022

Volume: 203

8 . 5

JCR@2022

7 . 5 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:66

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 29

SCOPUS Cited Count: 31

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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