Size relation of uncertain sets with application to clustering

被引:2
作者
Yang, Xiangfeng [1 ]
Ni, Yaodong [1 ]
机构
[1] Univ Int Business & Econ, Sch Informat Technol & Management, Beijing 100029, Peoples R China
基金
中国国家自然科学基金;
关键词
Uncertainty theory; uncertain set; membership function; size relation; clustering; CROSS-ENTROPY; DISTANCE;
D O I
10.3233/JIFS-190342
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Along with increasing and extension of uncertain set theory in decision making, ordering and ranking of uncertain sets have significantly become relevant, that is, an uncertain set needs to be evaluated and compared with the others. This paper introduces the size relation between two uncertain sets. It derives a formula to calculate the uncertain measure that an uncertain set is less than or equal to another one. Moreover, some examples are given to illustrate the size relation of uncertain sets. Finally, clustering is proposed as an application.
引用
收藏
页码:4119 / 4125
页数:7
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