Group decision making with distance measures and probabilistic information

被引:34
|
作者
Merigo, Jose M. [1 ,2 ]
Xu, Yejun [3 ]
Zeng, Shouzhen [4 ]
机构
[1] Univ Barcelona, Dept Business Adm, Barcelona 08034, Spain
[2] Univ Manchester, Manchester Business Sch, Manchester M15 6PB, Lancs, England
[3] Hohai Univ, Sch Business, Res Inst Management Sci, Nanjing 211100, Jiangsu, Peoples R China
[4] Zhejiang Wanli Univ, Coll Comp & Informat, Ningbo 315100, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Decision making; Selection of policies; Probability; Hamming distance; Aggregation operators; AGGREGATION OPERATORS;
D O I
10.1016/j.knosys.2012.11.014
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper develops a new method for group decision making in political management and introduces the probabilistic ordered weighted averaging distance (POWAD) operator. It is a new aggregation operator that uses a unified model between probabilities and the OWA operator considering the degree of importance that each concept has in the particular problem considered. Moreover, it also uses distance measures in the aggregation process. Some of the main properties of the POWAD operator and different particular cases are studied including the probabilistic maximum distance, the probabilistic minimum distance, the probabilistic Hamming distance, the POWA operator, the Hamming distance and the OWA operator. The applicability of the new approach is also analyzed focussing on a political group decision making problem where the government of a country is planning the general strategy for the next year. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:81 / 87
页数:7
相关论文
共 50 条
  • [1] A METHOD FOR DECISION MAKING BASED ON PROBABILISTIC INFORMATION AND DISTANCE MEASURES
    Merigo, J. M.
    EDULEARN10: INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES, 2010,
  • [2] Using the Probabilistic Weighted Average in Decision Making with Distance Measures
    Merigo, Jose M.
    WORLD CONGRESS ON ENGINEERING, WCE 2010, VOL I, 2010, : 1 - 4
  • [3] Atanassov's intuitionistic fuzzy decision making with probabilistic information and distance measure
    Chen, Su
    Mu, Zhiming
    Zeng, Shouzhen
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (01) : 317 - 325
  • [4] The probabilistic weighted averaging distance and its application in group decision making
    Merigo, Jose M.
    KYBERNETES, 2013, 42 (05) : 686 - 697
  • [5] GROUP DECISION-MAKING WITH GENERALIZED AND PROBABILISTIC AGGREGATION OPERATORS
    Merigo, Jose M.
    Casanovas, Montserrat
    Engemann, Kurt J.
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (7A): : 4823 - 4835
  • [6] METHODS FOR PROBABILISTIC DECISION MAKING WITH LINGUISTIC INFORMATION
    Wei, Guiwu
    Zhao, Xiaofei
    TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2014, 20 (02) : 193 - 209
  • [7] Linguistic group decision making with induced aggregation operators and probabilistic information
    Merigo, Jose M.
    Casanovas, Montserrat
    Palacios-Marques, Daniel
    APPLIED SOFT COMPUTING, 2014, 24 : 669 - 678
  • [8] SOME DISTANCE MEASURES FOR INTUITIONISTIC UNCERTAIN LINGUISTIC SETS AND THEIR APPLICATION TO GROUP DECISION MAKING
    Bi Jianxin
    Lei Lianghai
    Peng Bo
    ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, 2015, 49 (03): : 287 - 303
  • [9] Methods for ranking intuitionistic multiplicative numbers by distance measures in decision making
    Jiang, Yuan
    Xu, Zeshui
    Gao, Meng
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 88 : 100 - 109
  • [10] The uncertain probabilistic OWA distance operator and its application in group decision making
    Zeng, Shouzhen
    Merigo, Jose M.
    Su, Weihua
    APPLIED MATHEMATICAL MODELLING, 2013, 37 (09) : 6266 - 6275