Group decision support methodology based upon the multigranular generalized orthopair 2-tuple linguistic information model

被引:16
作者
Qin, Ya [1 ]
Liu, Yi [1 ]
Abdullah, Saleem [2 ]
Wei, Guiwu [3 ]
机构
[1] Neijiang Normal Univ, Sch Math & Informat Sci, Data Recovery Key Lab Sichuan Prov, Neijiang 641000, Sichuan, Peoples R China
[2] Abdul Wali Khan Univ, Dept Math, Mardan, Khyber Pakhtunk, Pakistan
[3] Sichuan Normal Univ, Dept Business, Chengdu, Sichuan, Peoples R China
关键词
Banzhaf value; Choquet integral; extended Archimedean Copula and extended Archimedean Co‐ Copula; group decision‐ making; information fusion; multigranular generalized orthopair 2‐ tuple linguistic information model; AGGREGATION OPERATORS; DISTRIBUTION ASSESSMENTS; COMPUTATIONAL MODEL; MAKING PROBLEMS; SETS; EXPRESSIONS; FUSION;
D O I
10.1002/int.22419
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In multiattribute group decision-making (MAGDM), experts often articulate their preference information to support decision-making by applying the multigranular linguistic model. Thus, the present work aims to introduce a novel MAGDM model to manage multigranular generalized orthopair 2-tuple linguistic information (GO2TLI). To begin with, a generalized orthopair 2-tuple linguistic model is put forward with the attempt of taking advantages of both q-rung orthopair fuzzy set (q-ROFS) and the 2-tuple linguistic model, while a transformation approach is supplied to tackle the consistency of multigranular GO2TLI. In addition, the Archimedean Copula as well as the Co-Copula operators are extended to handle GO2TLI along with their operational laws, to comprehensively model the relationship among attributes and experts. The Banzhaf Choquet-Copula aggregation operators on the generalized orthopair 2-tuple linguistic (GO2TLBCCA) are introduced, also some of its properties discussed. Third, the algorithms for regulating and determining the fuzzy measure (FM) of attributes and experts sets are proposed, followed by the corresponding decision-making approaches based upon the proposed GO2TLBCCA. The proposed MAGDM model can not only accommodate effectively the FMs of attribute (and expert) sets which are given subjectively, but also effectively address some multigranular GO2TLI as well as the partially unknown or completely unknown weights of attribute and expert sets. Finally, a case study is provided to demonstrate the validity of the proposed approach along with relevant discussions, the merits of the proposed approach are also analyzed by comparing with some extant decision methods.
引用
收藏
页码:3367 / 3400
页数:34
相关论文
共 69 条
  • [1] Analysis of Decision Support System Based on 2-Tuple Spherical Fuzzy Linguistic Aggregation Information
    Abdullah, Saleem
    Barukab, Omar
    Qiyas, Muhammad
    Arif, Muhammad
    Khan, Sher Afzal
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (01):
  • [2] INTUITIONISTIC FUZZY-SETS
    ATANASSOV, KT
    [J]. FUZZY SETS AND SYSTEMS, 1986, 20 (01) : 87 - 96
  • [3] Banzhaf JF., 1964, Rutgers Law Review, V19, P317
  • [4] An Intuitionistic 2-Tuple Linguistic Information Model and Aggregation Operators
    Beg, Ismat
    Rashid, Tabasam
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2016, 31 (06) : 569 - 592
  • [5] Aggregation Operators of Interval-Valued 2-Tuple Linguistic Information
    Beg, Ismat
    Rashid, Tabasam
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2014, 29 (07) : 634 - 667
  • [6] A New Approach to Interval-Valued Choquet Integrals and the Problem of Ordering in Interval-Valued Fuzzy Set Applications
    Bustince, Humberto
    Galar, Mikel
    Bedregal, Benjamin
    Kolesarova, Anna
    Mesiar, Radko
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (06) : 1150 - 1162
  • [7] A Novel Comparative Linguistic Distance Measure Based on Hesitant Fuzzy Linguistic Term Sets and Its Application in Group Decision-Making
    Cai, Mei
    Wang, Yiming
    Gong, Zaiwu
    Wei, Guo
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2019, 12 (01) : 227 - 237
  • [8] A generalized type-2 fuzzy granular approach with applications to aerospace
    Castillo, Oscar
    Cervantes, Leticia
    Soria, Jose
    Sanchez, Mauricio
    Castro, Juan R.
    [J]. INFORMATION SCIENCES, 2016, 354 : 165 - 177
  • [9] Chen C.T., 2012, Afr. J. Bus. Manag., V6, P7198
  • [10] On the fusion of multi-granularity linguistic label sets in group decision making
    Chen, Zhifeng
    Ben-Arieh, David
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2006, 51 (03) : 526 - 541