Garbage Classification Game Based on Bilevel Multi-objective Optimization with Fuzzy Weight

被引:0
|
作者
Qiao, Kaikai [1 ]
Song, Dan [2 ]
机构
[1] Southwest Univ, Coll Artificial Intelligence, Chongqing 400715, Peoples R China
[2] Southwest Univ, Coll Math & Stat, Chongqing, Peoples R China
关键词
Waste sorting; Resource utilization; Fuzzy weight; Multi-attribute decision-making; Bilevel multi-objective optimization; GENETIC ALGORITHM; PROGRAMMING PROBLEM; STACKELBERG;
D O I
10.1007/s40815-023-01558-2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, the bilevel multi-objective optimization problem has been received extensive attention from scholars. As two mainstream algorithms to solve it, intelligent algorithm and interactive algorithm based on satisfaction have disadvantages such as slow operation speed and too much subjectivity in weight selection, respectively. This paper proposes a multi-attribute decision-making method based on fuzzy weight, which is a natural generalization of deterministic weight, and it can cope with the decision-making risks brought by uncertain environment, which has strong robustness. Meanwhile the new deviation function index proposed could reflect that the upper and lower decision-makers execute the final decision with the same enthusiasm, which is convenient to make exploratory decisions in unknown environment. Finally, compared with the traditional existing methods, the effectiveness of the proposed method and indicator is verified by the garbage classification game in the main urban district of Chongqing.
引用
收藏
页码:3103 / 3118
页数:16
相关论文
共 50 条
  • [1] Garbage Classification Game Based on Bilevel Multi-objective Optimization with Fuzzy Weight
    Kaikai Qiao
    Dan Song
    International Journal of Fuzzy Systems, 2023, 25 : 3103 - 3118
  • [2] Single and Multi-Objective Bilevel Optimization
    Antunes, Carlos Henggeler
    Alves, Maria Joao
    PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION, 2023, : 835 - 853
  • [3] Multi-Objective BiLevel Optimization by Bayesian Optimization
    Dogan, Vedat
    Prestwich, Steven
    ALGORITHMS, 2024, 17 (04)
  • [4] Multi-objective bilevel fuzzy probabilistic programming problem
    Ranarahu N.
    Dash J.K.
    Acharya S.
    OPSEARCH, 2017, 54 (3) : 475 - 504
  • [5] A FUZZY MULTI-OBJECTIVE BILEVEL DECISION SUPPORT SYSTEM
    Gao, Ya
    Zhang, Guangquan
    Lu, Jie
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2009, 8 (01) : 93 - 108
  • [6] Multi-objective chaos game optimization
    Khodadadi, Nima
    Abualigah, Laith
    Al-Tashi, Qasem
    Mirjalili, Seyedali
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (20): : 14973 - 15004
  • [7] Multi-objective chaos game optimization
    Nima Khodadadi
    Laith Abualigah
    Qasem Al-Tashi
    Seyedali Mirjalili
    Neural Computing and Applications, 2023, 35 : 14973 - 15004
  • [8] Fuzzy based GA to multi-objective entropy bimatrix game
    Das C.B.
    Roy S.K.
    OPSEARCH, 2013, 50 (1) : 125 - 140
  • [9] Multi-objective Optimization based on Fuzzy If-Then Rules
    Chakraborty, Debjani
    Guha, Debashree
    2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,
  • [10] Multi-objective evolutionary algorithms based fuzzy optimization
    Sánchez, G
    Jiménez, F
    Gómez-Skarmeta, AF
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 1 - 7