Monotone set-valued measures: Choquet integral, f-divergence and Radon-Nikodym derivatives

Monotone set-valued measures: Choquet integral, f-divergence and Radon-Nikodym derivatives

Divergence as a degree of the difference between two data is widely used in the classification problems. In this paper, f-divergence, Hellinger divergence and variation divergence of the monotone set-valued measures are defined and discussed. It proves that Hellinger divergence and variation diverge...

Full description

Bibliographic Details
Main Authors: Zengtai Gong, Chengcheng Shen
Format: Article
Language:English
Published: AIMS Press 2022-04-01
Series:AIMS Mathematics
Subjects:
f-divergence
hellinger divergence
variation divergence
radon-nikodym derivatives
choquet integral
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2022609?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/math.2022609?viewType=HTML

Similar Items