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[期刊论文]

Discrete-valued belief structures combination and normalization using evidential reasoning rule

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author:

Zhang, Xing-Xian (Zhang, Xing-Xian.) [1] | Wang, Ying-Ming (Wang, Ying-Ming.) [2] (Scholars:王应明) | Chen, Sheng-Qun (Chen, Sheng-Qun.) [3] | Unfold

Indexed by:

EI Scopus SCIE

Abstract:

Discrete-valued belief structures (DBSs) (known as discrete belief structures) are universal in real life, differ from precise-valued belief structures, and interval-valued belief structures (IBSs). However, the combination of different discrete belief structures presents a problem that has yet to be solved. Therefore, this study investigated the respective counter-intuitive types of behavior associated with the combination of discrete belief structures within the frameworks of the Dempster-Shafer theory. (DST) evidential reasoning (ER) for the purpose of constructing a more general method for the combination and normalization of discrete evidence. Finally, an experimental application is provided to indicate that the proposed method is suitable for combining and normalizing conflict-free/conflicting discrete evidence, and can effectively solve problems involving group decision-making (GDM) with uncertain preference ordinals, such as in a software selection problem.

Keyword:

Dempster-Shafer theory Discrete-valued belief structure Evidential reasoning Group decision-making Uncertain preference ordinals

Community:

  • [ 1 ] [Zhang, Xing-Xian]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China
  • [ 2 ] [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China
  • [ 3 ] [Chen, Lei]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China
  • [ 4 ] [Zhang, Xing-Xian]Tongling Univ, Sch Architecture & Engn, Tongling 244061, Peoples R China
  • [ 5 ] [Wang, Ying-Ming]Fuzhou Univ, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou 350116, Peoples R China
  • [ 6 ] [Chen, Sheng-Qun]Fujian Business Univ, Sch Informat Engn, Fuzhou 350506, Peoples R China

Reprint 's Address:

  • 王应明

    [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China;;[Wang, Ying-Ming]Fuzhou Univ, Key Lab Spatial Data Min & Informat Sharing, Minist Educ, Fuzhou 350116, Peoples R China

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Source :

APPLIED INTELLIGENCE

ISSN: 0924-669X

Year: 2020

5 . 0 8 6

JCR@2020

3 . 4 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:132

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 1

30 Days PV: 2

Online/Total:20/10894292
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