Complex-valued Renyi entropy

被引:1
作者
Pan, Lipeng [1 ]
Deng, Yong [1 ]
机构
[1] Univ Elect Sci & Technol China, Inst Fundamental & Frontier Sci, Chengdu, Peoples R China
基金
中国国家自然科学基金;
关键词
Complex-valued probability; Renyi entropy; complex-valued Renyi entropy; uncertain information; FUZZY; PERSPECTIVE;
D O I
10.1080/03610926.2022.2094963
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Complex-valued expression models have been widely used in the application of intelligent decision systems. However, there is a lack of entropy to measure the uncertain information of the complex-valued information. Therefore, how to reasonably measure the uncertain information of the complex-valued information is a gap to be filled. In this paper, inspired by the Renyi entropy, we propose the complex-valued Renyi entropy, which measures uncertain information of the complex-valued probability under the framework of complex number, and this is also the first time to measure uncertain information in the complex space. The complex-valued Renyi entropy contains the features of the classical Renyi entropy, i.e., the complex-valued Renyi entropy corresponds to different information functions with different parameters q. Moreover, complex-valued Renyi entropy has some properties, such as non-negativity, monotonicity and etc. Some numerical examples can demonstrate the flexibility and reasonableness of the complex-valued Renyi entropy.
引用
收藏
页码:926 / 937
页数:12
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