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author:

Liang, Wei (Liang, Wei.) [1] | Labella, Alvaro (Labella, Alvaro.) [2] | Meng, Meng-Jun (Meng, Meng-Jun.) [3] | Wang, Ying-Ming (Wang, Ying-Ming.) [4] (Scholars:王应明) | Rodriguez, Rosa M. (Rodriguez, Rosa M..) [5]

Indexed by:

Scopus SCIE

Abstract:

The emergence and popularity of social media have made large-scale group decision-making (LSGDM) problems increasingly common, resulting in significant research interest in this field. LSGDM involves numerous evaluators, which can lead to disagreements and hesitancy among them. Hesitant fuzzy sets (HFSs) become crucial in this context as they capture the uncertainty and hesitancy among evaluators. On the other hand, research on the Consensus Reaching Process (CRP) becomes particularly important in dealing with the inevitable differences among the great number of evaluators. Ways to mitigate these differences to reach an agreement are a crucial area of study. For this reason, this paper presents a new CRP model to deal with LSGDM problems in hesitant fuzzy environments. First, HFSs and Normal-type Hesitant Fuzzy Sets (N-HFSs) are introduced to integrate evaluators' subgroup and collective opinions, aiming to preserve as much decision information as possible while reducing computational complexity. Subsequently, a CRP with a detailed feedback suggestion generation mechanism is developed, which considers the willingness of evaluators to modify their opinions, thereby improving the effectiveness of reaching an agreement. Finally, a LSGDM framework that does not require any normalization process is proposed, and its feasibility and robustness are demonstrated through a numerical example.

Keyword:

consensus reaching process hesitant fuzzy set large-scale group decision making multiple criteria decision making

Community:

  • [ 1 ] [Liang, Wei]Minjiang Univ, Sch Econ & Management, Fuzhou 350108, Peoples R China
  • [ 2 ] [Liang, Wei]Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
  • [ 3 ] [Labella, Alvaro]Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
  • [ 4 ] [Rodriguez, Rosa M.]Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
  • [ 5 ] [Meng, Meng-Jun]Shandong Youth Univ Polit Sci, Sch Vocat Educ, Jinan 250103, Peoples R China
  • [ 6 ] [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Sch Econ & Management, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Liang, Wei]Minjiang Univ, Sch Econ & Management, Fuzhou 350108, Peoples R China;;[Liang, Wei]Univ Jaen, Dept Comp Sci, Jaen 23071, Spain

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Source :

MATHEMATICS

Year: 2025

Issue: 7

Volume: 13

2 . 3 0 0

JCR@2023

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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