信息理论对产生的贡献的集合依赖性
Krzysztof Ptaszyński1,2, Massimiliano Esposito1
1Complex Systems and Statistical Mechanics, Department of Physics and Materials Science, University of Luxembourg, L-1511 Luxembourg, Luxembourg.
Physical review. E
|June 17, 2023
概括
开放系统中的热量产生可以分解为系统-浴室相互信息和环境位移. 这种分解甚至适用于非法定水库状态,尽管贡献有所不同.
科学领域:
- 热力学是一种热力学.
- 统计力学 统计力学
- 信息理论 信息理论
背景情况:
- 与水库相结合的开放系统是热力学的基础.
- 的产生量化了不可逆转性,并且通常使用正规集团进行分析.
- 微观信息理论分解为生产提供了更深入的见解.
研究的目的:
- 将产生的信息理论分解概括为非正规储初始状态.
- 调查系统-浴室相互信息和环境移位贡献是否仍然有效.
- 确定不同数据库的统计集如何影响这些贡献.
主要方法:
- 开放量子系统的理论分析.
- 信息理论方法量化产量.
- 规范性,微规范性和纯状态水库初始化的比较.
主要成果:
- 的产生可以表达为系统-浴室相互信息加上重新定义的位移术语,即使对于非正规的水库状态.
- 在产生相同的系统动态的不同初始储库状态中,总产量保持不变.
- 信息理论贡献 (相互信息和位移) 的相对权重取决于水库的初始状态.
结论:
- 对生成的信息理论框架是强大的,并超越了正统的合奏.
- 储库的统计组合的选择影响了产量的微观划分,而不是它的总值.
- 这项工作加深了对信息理论,统计力学和热力学在开放系统中的相互作用的理解.
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