Mean First-passage Time on a Network through Edge Iteration

Long Li, Wei-gang Sun, Guixiang Wang
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Abstract

In this paper, we study mean first-passage time (MFPT) for random walks on a network through edge iteration. The feature of this kind of network is that every existing edge gives birth to finite nodes at each step. According to the network structures, we obtain the analytical expression for MFPT, which shows that the MFPT grows as a power-law function with the number of nodes in the large limit of network order. In addition, the scaling exponent of MFPT is same for the initial state of the networks with three or four nodes.
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通过边缘迭代的网络平均第一遍时间
本文通过边缘迭代研究了网络随机漫步的平均首次通过时间(MFPT)。这种网络的特点是每条现有的边在每一步都会产生有限的节点。根据网络结构,我们得到了MFPT的解析表达式,表明MFPT在网络阶数的大限制下随节点数的幂律函数增长。此外,对于三节点和四节点网络的初始状态,MFPT的缩放指数是相同的。
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