Intelligent Fuzzy Multi-Objective Optimization: Analysis and New Research Directions

被引:0
|
作者
机构
关键词
Multi-objectives; Intelligent; Fuzzy and decision making;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Multi-objectives decision making (MODM) represents an interest area of research since most real life problems have a set of conflict objectives. MODM has its roots in late-nineteenth-century welfare economics, in the works of Edgeworth and Pareto. Because of the shortcomings that faces the FMODM, it attracts the attentions of researchers to enhance the field of FMODM by developing more powerful links (bridges) between it and other sciences such as artificial intelligence. This paper presents a review of the connections between artificial intelligence and FMODM to deal with its shortcomings. Also, It indicated the new direction for more research work.
引用
收藏
页码:678 / +
页数:5
相关论文
共 50 条
  • [31] 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
  • [32] Multi-objective Fuzzy Optimization Design of Worm drive
    Liu, Xiaoxing
    Pan, Qiying
    MATERIALS PROCESSING AND MANUFACTURING III, PTS 1-4, 2013, 753-755 : 1503 - 1509
  • [33] Multi-objective Optimization with Uncertainty: Probabilistic and Fuzzy Approaches
    Das, Sanjoy
    Chowdhury, Sohini Roy
    Panigrahi, Bijaya K.
    Pattnaik, Shyam
    Das, Swagatam
    2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 1286 - 1289
  • [34] Fuzzy-GA and Multi-Objective Transportation Optimization
    Zou Shu-rong
    Zhang Hong-wei
    Wang Kun-Kun
    2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2008, : 124 - +
  • [35] Methods for multi-objective optimization: An analysis
    Giagkiozis, I.
    Fleming, P. J.
    INFORMATION SCIENCES, 2015, 293 : 338 - 350
  • [36] Research on Feature Selection of Multi-Objective Optimization
    Zhang, Mengting
    Du, Jianqiang
    Luo, Jigen
    Nie, Bin
    Xiong, Wangping
    Liu, Ming
    Zhao, Shuhan
    Computer Engineering and Applications, 2024, 59 (03) : 23 - 32
  • [37] Research on evolutionary multi-objective optimization algorithms
    Gong, Mao-Guo
    Jiao, Li-Cheng
    Yang, Dong-Dong
    Ma, Wen-Ping
    Ruan Jian Xue Bao/Journal of Software, 2009, 20 (02): : 271 - 289
  • [38] Research on Intelligent Energy System and Power Metering Optimization Based on Multi-objective Optimization Decision Algorithm
    Liyan, Kang
    Ying, Shang
    Muxin, Zhang
    Distributed Generation and Alternative Energy Journal, 2024, 39 (04): : 807 - 830
  • [39] Multi-objective optimization of turning process using fuzzy-TOPSIS analysis
    Priyadarshini, M.
    Nayak, I
    Rana, J.
    Tripathy, P. P.
    MATERIALS TODAY-PROCEEDINGS, 2020, 33 : 5076 - 5080
  • [40] Research on multi-objective fuzzy job shop scheduling
    Lei, De-Ming
    Wu, Zhi-Ming
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2006, 12 (02): : 174 - 179