Improved Intuitionistic Fuzzy Cross-entropy and its Application to Pattern Recognitions

摘要：

In this paper, considered the information carried by the membership, the non-membership and the intuitionistic index in intuitionistic fuzzy sets (IFSs) as probability spaces, a modified cross-entropy measure between two IFSs is proposed to overcome the drawback of the intuitionistic fuzzy cross-entropy measure proposed by Vlachos and Sergiadis and the notion of symmetric discrimination information measure for IFSs is introduced. Finally, numerical examples are presented to demonstrate the efficiency of the proposed discrimination information measure for pattern recognition and medical diagnosis.

作者: Peimin Wei Jun Ye

作者单位: Yuanpei College Shaoxing University Shaoxing, Zhejiang, 312000, P.R.China Dept.of Mechatronics Engineering Shaoxing University Shaoxing, Zhejiang, 312000, P.R.China

会议类型: 国际会议

会议名称: The 2010 International Conference on Intelligent Systems and Knowledge Engineering(第五届智能系统与知识工程国际会议)

会议地点: 杭州

会议语种:英文

页码: 114-116

在线出版日期: 2010-11-15（万方平台首次上网日期，不代表论文的发表时间）