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arXiv 2011.01804math-phmath.MP
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Kac演化的信息衰减

Decay of Information for the Kac Evolution

Federico Bonetto, Rui Han, Michael Loss

摘要:

我们考虑一个系统的$M$颗粒接触的热库的$N\gg M$颗粒。系统和储层的演化以及它们之间的相互作用通过Kac主方程进行建模。我们选择的初始分布与总能量$N+M$,并表明,如果水库最初处于平衡状态,也就是说,如果初始分布只依赖于能源的粒子在水库,然后系统的熵指数衰减到一个非常小的值。我们的证明基于信息的类似性质。类似的论证使我们可以大大简化[2]中主要结果的证明。

英文摘要:

We consider a system of $M$ particles in contact with a heat reservoir of $N\gg M$ particles. The evolution in the system and the reservoir, together with their interaction, are modeled via the Kac's Master Equation. We chose the initial distribution with total energy $N+M$ and show that if the reservoir is initially in equilibrium, that is if the initial distribution depends only on the energy of the particle in the reservoir, then the entropy of the system decay exponentially to a very small value. We base our proof on a similar property for the Information. A similar argument allows us to greatly simplify the proof of the main result in [2].

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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