Analytic approach on maximum Bayesian entropy ordered weighted averaging operators

被引:18
作者
Chaji, Alireza [1 ]
机构
[1] Shohadaye Hovaizeh Univ Technol, Khuzestan, Iran
关键词
OWA operator weights; Maximum entropy; Bayesian entropy; Lagrange's method; OWA; DEA;
D O I
10.1016/j.cie.2016.12.041
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper the maximum Bayesian entropy model for obtaining the ordered weighted averaging (OWA) operators was analyzed. The model is based on a given prior OWA vector and the obtained weights are called the maximum Bayesian entropy OWA (MBEOWA) weights. An analytic form for the MBEOWA weights was determined by using the Lagrange multipliers method and some properties of this form were investigated. Finally, a general model for determining the OWA weights based on the Bayesian entropy was introduced and discussed which included some other models. The efficiency of the proposed model was demonstrated by some examples. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:260 / 264
页数:5
相关论文
共 17 条
[1]   Integrating OWA and data mining for analyzing customers churn in E-commerce [J].
Cao Jie ;
Yu Xiaobing ;
Zhang Zhifei .
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2015, 28 (02) :381-392
[2]   A combined OWA-DEA method for dispatching rule selection [J].
El Bouri, Ahmed ;
Amin, Gholam R. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 88 :470-478
[3]   Ordered Weighted Averaging Operators 1988-2014: A Citation-Based Literature Survey [J].
Emrouznejad, Ali ;
Marra, Marianna .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2014, 29 (11) :994-1014
[4]   ANALYTIC PROPERTIES OF MAXIMUM-ENTROPY OWA OPERATORS [J].
FILEV, D ;
YAGER, RR .
INFORMATION SCIENCES, 1995, 85 (1-3) :11-27
[5]   An analytic approach for obtaining maximal entropy OWA operator weights [J].
Fullér, R ;
Majlender, P .
FUZZY SETS AND SYSTEMS, 2001, 124 (01) :53-57
[6]   OWA operator based link prediction ensemble for social network [J].
He, Yu-lin ;
Liu, James N. K. ;
Hu, Yan-xing ;
Wang, Xi-zhao .
EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (01) :21-50
[7]  
Kapur J.N., 1998, Maximum-entropy Models in Science and Engineering
[8]   On the properties of parametric geometric OWA operator [J].
Liu, XW ;
Chen, LH .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2004, 35 (02) :163-178
[9]  
OHagan M., 1988, 22 AS C SIGN SYST CO, V2, P681, DOI [10.1109/ACSSC.1988.754637, DOI 10.1109/ACSSC.1988.754637]
[10]   Maximum appreciative cross-efficiency in DEA: A new ranking method [J].
Oukil, Amar ;
Amin, Gholam R. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 81 :14-21