论文标题
将波动 - 隔离定理概括为具有吸收状态的系统
Generalization of Fluctuation-Dissipation Theorem to Systems with Absorbing States
论文作者
论文摘要
朝着无法离开的状态发展的系统本质上是普遍的。但是,统计力学的基本结果波动散动作定理主要仅限于系统近地段。在吸收状态的过程中,总概率随时间衰减,最终达到零并从标准响应理论中呈现预测无效。在本文中,我们调查了此类过程如何响应外部扰动,并开发了扩展波动散文定理框架的新理论。我们将理论应用于两个范式不同的范式的范例 - 森林生态系统中的出生死亡过程和蛋白质对DNA的有针对性搜索。这些系统可能会受到扰动的影响,即使人口大小的平均值或差异未经修改,这些系统即使人口量的差异也会增加灭绝/吸收率。这些效果不是由标准响应理论捕获的,它是我们框架所预测的。我们的理论方法是一般的,适用于具有吸收状态的任何系统。它可以揭示通过标准方法掩盖灭绝路径的重要特征。
Systems that evolve towards a state from which they cannot depart are common in nature. But the fluctuation-dissipation theorem, a fundamental result in statistical mechanics, is mainly restricted to systems near-stationarity. In processes with absorbing states, the total probability decays with time, eventually reaching zero and rendering the predictions from the standard response theory invalid. In this article, we investigate how such processes respond to external perturbations and develop a new theory that extends the framework of the fluctuation-dissipation theorem. We apply our theory to two paradigmatic examples that span vastly different fields - a birth-death process in forest ecosystems and a targeted search on DNA by proteins. These systems can be affected by perturbations which increase their rate of extinction/absorption, even though the average or the variance of population sizes are left unmodified. These effects, which are not captured by the standard response theory, are exactly predicted by our framework. Our theoretical approach is general and applicable to any system with absorbing states. It can unveil important features of the path to extinction masked by standard approaches.