香农和雷尼的 entropy 的内在表征
Martin Schlather1, Carmen Ditscheid1
1Institute of Mathematics, University of Mannheim, 68131 Mannheim, Germany.
Entropy (Basel, Switzerland)
|January 8, 2025
概括
香农热链规则可以分解为交叉产品的附加性和单个分布的新自相似性属性. 这一发现延伸到Renyi,min和Hartley的,揭示了内在的属性.
科学领域:
- 信息理论 信息理论
- 可能性理论概率理论.
- 统计力学 统计力学
背景情况:
- 香农是信息理论的一个基本概念,量化不确定性.
- 的表征通常依赖于像等级概率分布的链条规则这样的属性.
研究的目的:
- 将香农热链规则分解为基本组成部分.
- 探索这种分解的含义,以了解的内在性质.
- 将这些发现扩展到其他相关的测量.
主要方法:
- 香农链规则的分解成两个截然不同的部分.
- 分析每个组件的特性,特别是单个分布的比例关系.
- 将类似的分解方法应用于雷尼和它的极限 (最小,哈特利).
主要成果:
- 尚农 Entropy 链规则被证明由交叉产品的附加性和单个分布的新型比例关系组成.
- 这种比例关系表明了香农的自我相似性或内在性质.
- 对于雷尼,明和哈特利的分解和解释也是类似的.
结论:
- 分解为香农的结构及其相关措施提供了新的视角.
- 发现的自我相似性为信息不确定性的基本性质提供了更深入的见解.
- 这项工作为进一步研究各种测量的结构性质铺平了道路.
关键词:
哈特利 (Hartley) 的是什么?没有任何的.香农 Entropy 香农是指香农的.链条规则 链条规则 链条规则标志性特征的描述.最小的缩率 (min-entropy) 是一个非常重要的因素.更多相关视频
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