arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1908.04535math-phmath.MP
收藏

从主方程导出扩散方程--离散几何方法

Diffusion equations from master equations -- A discrete geometric approach --

Shin-itiro Goto, Hideitsu Hino

摘要:

本文用离散几何的语言建立了非平衡统计力学中有限状态的连续时间主方程。在这个公式中,使用代数拓扑中的链,并且在由表示状态的顶点和表示过渡矩阵的有向边组成的图上描述主方程。然后证明了主方程在细致平衡条件下等价于离散扩散方程,其中Laplacian定义为关于引入的内积的自伴算子.这些拉普拉斯算子的一个等谱性质的非零特征值,并给出其应用。通过对这类扩散方程的分析,证明了其收敛于平衡态的性质。此外,给出了一个系统的方法来获得期望值的封闭动力系统。对于不施加细致平衡条件的情况,主方程被表示为连续性方程的形式。

英文摘要:

In this paper, continuous-time master equations with finite states employed in nonequilibrium statistical mechanics are formulated in the language of discrete geometry. In this formulation, chains in algebraic topology are used, and master equations are described on graphs that consist of vertexes representing states and of directed edges representing transition matrices. It is then shown that master equations under the detailed balance conditions are equivalent to discrete diffusion equations, where the Laplacians are defined as self-adjoint operators with respect to introduced inner products. An isospectral property of these Laplacians is shown for non-zero eigenvalues, and its applications are given. The convergence to the equilibrium state is shown by analyzing this class of diffusion equations. In addition, a systematic way to derive closed dynamical systems for expectation values is given. For the case that the detailed balance conditions are not imposed, master equations are expressed as a form of a continuity equation.

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。

↑