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算法熵与兰道尔原理将微观系统行为与热力学熵联系起来。

Algorithmic Entropy and Landauer's Principle Link Microscopic System Behaviour to the Thermodynamic Entropy.

作者信息

Devine Sean

机构信息

School of Management, Victoria University of Wellington, P.O. Box 600, Wellington 6140, New Zealand.

出版信息

Entropy (Basel). 2018 Oct 17;20(10):798. doi: 10.3390/e20100798.

Abstract

Algorithmic information theory in conjunction with Landauer's principle can quantify the cost of maintaining a reversible real-world computational system distant from equilibrium. As computational bits are conserved in an isolated reversible system, bit flows can be used to track the way a highly improbable configuration trends toward a highly probable equilibrium configuration. In an isolated reversible system, all microstates within a thermodynamic macrostate have the same algorithmic entropy. However, from a thermodynamic perspective, when these bits primarily specify stored energy states, corresponding to a fluctuation from the most probable set of states, they represent "potential entropy". However, these bits become "realised entropy" when, under the second law of thermodynamics, they become bits specifying the momentum degrees of freedom. The distance of a fluctuation from equilibrium is identified as the number of computational bits that move from stored energy states to momentum states to define a highly probable or typical equilibrium state. When reversibility applies, from Landauer's principle, it costs k B l n 2 T Joules to move a bit within the system from stored energy states to the momentum states.

摘要

算法信息论与兰道尔原理相结合,可以量化维持一个远离平衡态的可逆现实世界计算系统的成本。由于计算比特在孤立的可逆系统中是守恒的,比特流可用于追踪一个极不可能的构型趋向于一个极可能的平衡构型的方式。在一个孤立的可逆系统中,一个热力学宏观态内的所有微观态具有相同的算法熵。然而,从热力学角度来看,当这些比特主要指定存储的能量状态时,对应于最可能状态集的波动,它们代表“潜在熵”。然而,当根据热力学第二定律,这些比特变成指定动量自由度的比特时,它们就变成了“实现熵”。波动与平衡态的距离被确定为从存储能量状态移动到动量状态以定义一个极可能或典型平衡态的计算比特数。当可逆性适用时,根据兰道尔原理,在系统内将一个比特从存储能量状态移动到动量状态需要(k B l n 2 T)焦耳的能量。

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