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author:

Liang, W. (Liang, W..) [1] | Wang, Y.-M. (Wang, Y.-M..) [2] (Scholars:王应明)

Indexed by:

EI Scopus PKU CSCD

Abstract:

Aiming at the problems of incomplete information and insufficient cognition under an emergency decision-making environment, the interval-valued hesitant fuzzy sets can fully express the hesitation and fuzziness of decision-makers in the information evaluation process. However, with the deepening of research, it is found that it has the defect of being unable to ensure the quality of information. Therefore, this paper proposes a concept of basic uncertain information interval-valued hesitant fuzzy sets, which is more flexible in expressing decision information and more consistent with the requirements of practical decision. It is two-tuple information set containing an interval-valued hesitant fuzzy set and its certainty degree. On this basis, the basic uncertain information interval-valued hesitant fuzzy weighted average operator, hesitance degree, and reliability degree are defined, and then the expert weights adjustment method and attribute weights determination method based on reliability degree are proposed, which fully consider the reliability of the evaluation information provided by the experts. Finally, the generalized TODIM method is extended to the basic uncertain information interval-valued hesitant fuzzy environment. The feasibility of the proposed method is proved by a case of emergency decision-making, and the stability and effectiveness of the proposed method are verified by sensitivity analysis and comparative analysis. © 2023 Northeast University. All rights reserved.

Keyword:

basic uncertain information interval-valued hesitant fuzzy sets emergency decision making generalized TODIM method interval-valued hesitant fuzzy sets multiple attribute group decision making reliability degree

Community:

  • [ 1 ] [Liang W.]Decision Sciences Institute, Fuzhou University, Fuzhou, 350116, China
  • [ 2 ] [Wang Y.-M.]Decision Sciences Institute, Fuzhou University, Fuzhou, 350116, China
  • [ 3 ] [Wang Y.-M.]Key Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Fuzhou University, Fuzhou, 350116, China

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Source :

Control and Decision

ISSN: 1001-0920

CN: 21-1124/TP

Year: 2023

Issue: 7

Volume: 38

Page: 1988-1996

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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