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arXiv 2007.10950cond-mat.stat-mech
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与多个热力学储库耦合的多维系统的强化第二定律

Strengthened second law for multi-dimensional systems coupled to multiple thermodynamic reservoirs

David H. Wolpert

AI总结:

本文提出并证明,在先验约束条件下,与多个热力学储库耦合的多维复杂系统的热力学第二定律可被强化,且该强化定律无需局部细致平衡,适用于经济智能体和生物物种等复杂系统。

摘要:

热力学第二定律可以表述为对任何经历马尔可夫动力学的系统熵演化的限制。在此我表明,如果我们有一组先验约束,限制每个坐标的动力学如何依赖于其他坐标,那么对于与多个热力学储库耦合的多维复杂系统,这种形式的第二定律得到了加强。例如,这种强化的第二定律(SSL)适用于由多个物理上分离、共同演化的子系统组成的复杂系统,每个子系统被标识为整个系统的一个坐标。在这个例子中,约束涉及某些子系统的动力学如何被允许依赖于其他子系统的状态。重要的是,即使某些子系统可以同时改变状态,SSL也适用于此类复杂系统,而这在多部分过程中是被禁止的。如果系统是多维的,SSL还加强了先前推导出的关于使用反馈控制可以从系统中提取多少功的界限。重要的是,SSL不需要局部细致平衡。因此它可能适用于从相互作用的经济智能体到共同演化的生物物种等各种复杂系统。

英文摘要:

The second law of thermodynamics can be formulated as a restriction on the evolution of the entropy of any system undergoing Markovian dynamics. Here I show that this form of the second law is strengthened for multi-dimensional, complex systems, coupled to multiple thermodynamic reservoirs, if we have a set of \textit{a priori} constraints restricting how the dynamics of each coordinate can depend on the other coordinates. As an example, this strengthened second law (SSL) applies to complex systems composed of multiple physically separated, co-evolving subsystems, each identified as a coordinate of the overall system. In this example, the constraints concern how the dynamics of some subsystems are allowed to depend on the states of the other subsystems. Importantly the SSL applies to such complex systems even if some of its subsystems can change state simultaneously, which is prohibited in a multipartite process. The SSL also strengthens previously derived bounds on how much work can be extracted from a system using feedback control, if the system is multi-dimensional. Importantly, the SSL does not require local detailed balance. So it potentially applies to complex systems ranging from interacting economic agents to co-evolving biological species.

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