首页> 美国卫生研究院文献>Springer Open Choice >Canonical Structure and Orthogonality of Forces and Currents in Irreversible Markov Chains
【2h】

Canonical Structure and Orthogonality of Forces and Currents in Irreversible Markov Chains

机译:不可逆马尔可夫链中力和电流的规范结构和正交性

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

We discuss a canonical structure that provides a unifying description of dynamical large deviations for irreversible finite state Markov chains (continuous time), Onsager theory, and Macroscopic Fluctuation Theory (MFT). For Markov chains, this theory involves a non-linear relation between probability currents and their conjugate forces. Within this framework, we show how the forces can be split into two components, which are orthogonal to each other, in a generalised sense. This splitting allows a decomposition of the pathwise rate function into three terms, which have physical interpretations in terms of dissipation and convergence to equilibrium. Similar decompositions hold for rate functions at level 2 and level 2.5. These results clarify how bounds on entropy production and fluctuation theorems emerge from the underlying dynamical rules. We discuss how these results for Markov chains are related to similar structures within MFT, which describes hydrodynamic limits of such microscopic models.
机译:我们讨论了一个规范结构,为不可逆的有限状态马尔可夫链(连续时间),Onsager理论和宏观涨落理论(MFT)提供了动态大偏差的统一描述。对于马尔可夫链,该理论涉及概率电流与其共轭力之间的非线性关系。在此框架内,我们展示了在一般意义上如何将力分为彼此正交的两个分量。这种分裂允许将路径速率函数分解为三个项,它们在耗散和收敛到平衡方面具有物理解释。类似的分解适用于级别2和级别2.5的速率函数。这些结果阐明了熵产生和波动定理的界限是如何从潜在的动力学规则中出现的。我们讨论了马尔可夫链的这些结果如何与MFT中的相似结构相关,MFT描述了此类微观模型的流体动力学极限。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号