The solution equivalence of minimax disparity and minimum variance problems for OWA operators

被引:49
作者
Liu, Xinwang [1 ]
机构
[1] Southeast Univ, Sch Econ & Management, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
OWA operator; minimum variance; minimax disparity;
D O I
10.1016/j.ijar.2006.06.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to answer the open question of Wang and Parkan (Information Sciences 175 (2005), 20-29) that the solutions of maximum entropy OWA operator problem under given orness level and the minimax disparity OWA operator problem under given orness level are equivalent. They both have the: same equidifferent form, which composes a weighting vector of nonnegative arithmetic progression and zeros. This equidifferent OWA weighting vector generating method can also be seen as an improved solution method for the minimum variance and minimax dispersion problems respectively. (c) 2006 Elsevier Inc. All rights reserved.
引用
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页码:68 / 81
页数:14
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