Multi-criteria fuzzy decision-making method based on cross entropy and score functions

被引：42
|
作者：
Wang, Jian-qiang [1 ]
Li, Jing-jing [1 ]
机构：
[1] Cent S Univ, Sch Business, Changsha 410083, Hunan, Peoples R China
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2011年 / 38卷 / 01期
基金：
中国国家自然科学基金;
关键词：
Multi-criteria fuzzy decision-making; Intuitionistic fuzzy set; Cross entropy; Score functions; SET;
D O I：
10.1016/j.eswa.2010.07.137
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The Limitations and deficiencies of existing score functions of intuitionistic fuzzy set are analyzed. Based on the two theories of intuitionistic fuzzy set and cross entropy, with the adoption of cross entropy of the degree of membership from the degree of non-membership handling the effect of hesitancy degree, two improved methods handling multicriteria fuzzy decision-making problem are provided. They are called score function method and weighted score function method. Finally, examples are given showing that the methods presented in this paper are more efficient and advantageous. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码：1032 / 1038
页数：7
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