一些新的 f-发散度量及其基本性质

Sever Dragomir
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引用次数: 0

摘要

本文介绍了一些新的 f-发散度量,我们称之为 t-不对称/对称发散度量和积分发散度量,建立了它们的联合凸性,并提供了一些不等式,将这些 f-发散度量与 Csiszar 于 1963 年提出的经典发散度量联系起来。此外,还提供了凸函数二分类的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Some New f-Divergence Measures and Their Basic Properties
In this paper we introduce some new f-divergence measures that we call t-asymmetric/symmetric divergence measure and integral divergence measure, establish their joint convexity and provide some inequalities that connect these f-divergences to the classical one intyroduced by Csiszar in 1963. Applications for the dichotomy class of convex functions are provided as well.
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