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Author:

Liu, Chao (Liu, Chao.) (Scholars:刘超) | Tang, Guolin (Tang, Guolin.) | Liu, Peide (Liu, Peide.)

Indexed by:

EI Scopus SCIE

Abstract:

With respect to multicriteria group decision-making (MCGDM) problems in which the experts have different priority levels, the criteria values are in the form of Pythagorean fuzzy uncertain linguistic variables (PFULVs), and the information about weights of experts and criteria is completely unknown, a novel decision-making method is developed. Firstly, the concept of PFULV is defined, and some operational laws, score function, accuracy function, and normalized Hamming distance of PFULVs are presented. Then, to aggregate information given by all experts, the Pythagorean fuzzy uncertain linguistic prioritized weighted averaging aggregation (PFULPWAA) operator and the Pythagorean fuzzy uncertain linguistic prioritized weighted geometric aggregation (PFULPWGA) operator are proposed. Furthermore, in order to get a comprehensive evaluation value for each alternative, the Pythagorean fuzzy uncertain linguistic Maclaurin symmetric mean aggregation (PFULMSMA) operator and the weighted PFULMSMA (WPFULMSMA) operator are proposed. Moreover, to obtain the information about the weights of criteria, the model based on grey relational analysis (GRA) method is established. Finally, a method of MCGDM with PFULVs is developed, and an application example is given to illustrate the validity and feasibility of the provided procedure.

Keyword:

Author Community:

  • [ 1 ] [Liu, Chao]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 2 ] [Tang, Guolin]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 3 ] [Liu, Chao]Res Base Beijing Modern Mfg Dev, Beijing 100124, Peoples R China
  • [ 4 ] [Tang, Guolin]Res Base Beijing Modern Mfg Dev, Beijing 100124, Peoples R China
  • [ 5 ] [Liu, Peide]Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan 250014, Shandong, Peoples R China

Reprint Author's Address:

  • 刘超

    [Liu, Chao]Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China;;[Liu, Chao]Res Base Beijing Modern Mfg Dev, Beijing 100124, Peoples R China

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Source :

MATHEMATICAL PROBLEMS IN ENGINEERING

ISSN: 1024-123X

Year: 2017

Volume: 2017

ESI Discipline: ENGINEERING;

ESI HC Threshold:165

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 76

SCOPUS Cited Count: 42

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

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