An Integrated Model of BWM and Choquet Integral for Determining Fuzzy Measures in Interacting Criteria

被引:6
|
作者
Maleki, Nazanin [1 ]
Gholamian, Mohammad Reza [1 ]
Yaghoubi, Saeed [1 ]
机构
[1] Iran Univ Sci & Technol, Sch Ind Engn, Tehran, Iran
关键词
Choquet integral; interacting criteria; best-worst method (BWM); MULTICRITERIA DECISION-MAKING;
D O I
10.1142/S0219622022500092
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Decision-making is one of the significant and inevitable issues in the most real-world problems. Decision criteria interact in many of these problems, and traditional aggregation techniques, which are usually linear methods, cannot be exploited to consider these interactions and exert correlations between criteria. In such cases, nonadditive aggregation methods have attracted the attention of many researchers. This study presents a novel model based on the best-worst method (BWM) and the multi-criteria fuzzy Choquet integral technique to apply the interaction between the criteria. In the proposed model, we have reduced the effect of the inconsistency rate detected on the fuzzy measure (or Choquet capacity) by taking into account the positive or negative interaction between the criteria.
引用
收藏
页码:1061 / 1086
页数:26
相关论文
共 50 条
  • [31] Modelling interacting Web usability criteria through fuzzy measures
    Sicilia, MA
    García, E
    WEB ENGINEERING, PROCEEDINGS, 2003, 2722 : 182 - 185
  • [32] Choquet integral correlation measures of intuitionistic fuzzy sets and its application in decision making
    Liu W.-F.
    He X.
    Chang J.
    Kongzhi yu Juece/Control and Decision, 2019, 34 (09): : 1937 - 1945
  • [33] Some new generalized dual hesitant fuzzy generalized Choquet integral operators based on Shapley fuzzy measures
    Qu, Guohua
    Wang, Yunhuan
    Qu, Weihua
    Li, Chunhua
    Zhou, Haisheng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (05) : 5477 - 5493
  • [34] Pythagorean Fuzzy Hamacher Choquet integral operators and their application to multi-criteria decision making
    Abdullah, Lazim
    Mohd, Wan Rosanisah Wan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (01) : 1259 - 1274
  • [35] Circular Pythagorean Fuzzy Choquet Integral Operators and Applications to Multi-criteria Decision Making
    Bozyigit, Mahmut Can
    Unver, Mehmet
    Olgun, Murat
    INTELLIGENT AND FUZZY SYSTEMS, VOL 3, INFUS 2024, 2024, 1090 : 635 - 643
  • [36] Multi-criteria decision making based on Choquet integral under hesitant fuzzy environment
    Yu, Dejian
    Wu, Yingyu
    Zhou, Wei
    Journal of Computational Information Systems, 2011, 7 (12): : 4506 - 4513
  • [37] An integrated approach to a predictive and ranking model of use error using fuzzy BWM and fuzzy TOPSIS
    Karimi, Ali
    Salari, Samaneh
    Farvaresh, Ehsan
    Hokmabadi, Rajabali
    INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS, 2025, 31 (01) : 195 - 204
  • [38] Transformation-Based Fuzzy Rule Interpolation With Mahalanobis Distance Measures Supported by Choquet Integral
    Zhou, Mou
    Shang, Changjing
    Li, Guobin
    Shen, Liang
    Naik, Nitin
    Jin, Shangzhu
    Peng, Jun
    Shen, Qiang
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (04) : 1083 - 1097
  • [39] Dynamic Calculation of Concept Difficulty Based on Choquet Fuzzy Integral and the Learner Model
    Kardan, Ahmad
    Hosseini, Roya
    DIGITAL INFORMATION AND COMMUNICATION TECHNOLOGY AND ITS APPLICATIONS, PT II, 2011, 167 (02): : 517 - 530
  • [40] A novel Pythagorean fuzzy set integrated Choquet integral approach for vertical farming technology assessment
    Buyukozkan, Gulcin
    Gocer, Fethullah
    Uzturk, Deniz
    COMPUTERS & INDUSTRIAL ENGINEERING, 2021, 158