论文标题

从动态腔方法开始的主方程的封闭

A closure for the Master Equation starting from the Dynamic Cavity Method

论文作者

Aurell, Erik, Perez, David Machado, Mulet, Roberto

论文摘要

我们考虑经典的自旋系统在连续的时间内与局部树状图给出的相互作用不断发展。基于信念传播 /空腔方法的思想,早些时候已经报道了几种近似分析方法。我们引入了一种新的方法,该方法可以以更系统的方式得出,并且在几个重要类别的问题上表现更好。

We consider classical spin systems evolving in continuous time with interactions given by a locally tree-like graph. Several approximate analysis methods have earlier been reported based on the idea of Belief Propagation / cavity method. We introduce a new such method which can be derived in a more systematic manner, and which performs better on several important classes of problems.

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