An improved grey group decision-making approach

被引:35
|
作者
Liu, Yong [1 ]
Du, Jun-liang [1 ]
Wang, Yu-hong [1 ]
机构
[1] Jiangnan Univ, Sch Business, Wuxi 214122, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Group decision making; Group negotiation; System coordination; Grey incidence analysis; Grey target; FUZZY PREFERENCE RELATIONS; RELATIONAL ANALYSIS; MODEL; UNCERTAINTY; CONSTRAINT; SELECTION; NUMBERS;
D O I
10.1016/j.asoc.2018.12.010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In complex group decision-making, decision makers and decision attributes are the core of the relevant activities. Targeting the problem of scheme ranking and behavioural characteristics that exist in group decision-making, from the perspective of group negotiation and decision-making system coordination, by exploiting the grey target and grey relation analysis, this paper establishes a novel grey group decision-making approach. We define a group measure matrix of scheme, consensus ideal scheme, and decision-making resource coefficient. Then, by borrowing Nash's bargaining idea, and maximizing group negotiation satisfaction and minimizing system coordination deviation, we construct a two-step optimization model to solve for the group consensus ideal scheme and its measure value matrix. In addition, we take decision-making schemes as research objects; and from the two dimensions of decision maker and attribute, we characterize and measure the closeness degree of decision maker information and attribute information by using the distance between the group measure matrices of scheme and consensus ideal scheme, so that we are able to construct a novel grey scheme matrix similar incidence analysis model. Lastly, we take the group decision-making problem of selecting the location of a garbage disposal station as a case analysis, and explore the economic significance and theoretical value of the model. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:78 / 88
页数:11
相关论文
共 50 条
  • [21] A grey-based rough decision-making approach to supplier selection
    Li, Guo-Dong
    Yamaguchi, Daisuke
    Nagai, Masatake
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2008, 36 (9-10): : 1032 - 1040
  • [22] An approach to group decision-making with uncertain preference ordinals
    Fan, Zhi-Ping
    Yue, Qi
    Feng, Bo
    Liu, Yang
    COMPUTERS & INDUSTRIAL ENGINEERING, 2010, 58 (01) : 51 - 57
  • [23] Water network rehabilitation: A group decision-making approach
    Morais, Danielle C.
    Almeida, Adiel T.
    WATER SA, 2010, 36 (04) : 487 - 493
  • [24] A grey-based decision-making approach to the supplier selection problem
    Li, Guo-Dong
    Yamaguchi, Daisuke
    Nagai, Masatake
    MATHEMATICAL AND COMPUTER MODELLING, 2007, 46 (3-4) : 573 - 581
  • [25] Novel decision-making approach based on grey complementary comparison preference
    Li Tao
    Chen Yan-hui
    Zhu Jian-jun
    Liu Si-feng
    PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 810 - 814
  • [26] A grey-based rough decision-making approach to supplier selection
    Guo-Dong Li
    Daisuke Yamaguchi
    Masatake Nagai
    The International Journal of Advanced Manufacturing Technology, 2008, 36 : 1032 - 1040
  • [27] GROUP HARVESTING MEANS IMPROVED PLANNING AND EASIER DECISION-MAKING
    CHARLESWORTH, D
    BRITISH SUGAR BEET REVIEW, 1977, 45 (03): : 15 - 16
  • [28] Normalized projection approach to group decision-making with hybrid decision information
    Chuan Yue
    International Journal of Machine Learning and Cybernetics, 2018, 9 : 1365 - 1375
  • [29] Multilayer grey situation group decision-making model based on cooperative game
    Zhang, Na
    Yan, Shuli
    GREY SYSTEMS-THEORY AND APPLICATION, 2022, 12 (04) : 857 - 878
  • [30] Normalized projection approach to group decision-making with hybrid decision information
    Yue, Chuan
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 9 (08) : 1365 - 1375