一些小技巧可以显著加速随机图的可靠性计算

A. Rodionov
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引用次数: 0

摘要

提出了有效使用图结构分解的条件准备方法,使图结构分解的一般终端可靠度(即在可靠顶点和不可靠边以给定概率独立失效的情况下,图结构分解中所有顶点连通的概率)的计算速度加快。主要思想是枚举任意截面上的边的状态,并在有1条、2条或3条可靠边的情况下使用已知方程进行分解。提出了一种寻找将图大致分成两半的切点的技术。实验表明,该方法是非常有效的。
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Little tricks leading to a significant acceleration of the calculation of the reliability of a random graph
Methods for preparing conditions for the efficient use of graph structure decomposition are proposed, which makes it possible to speed up the calculation of its general terminal reliability, that is, the probability that all its vertices will be connected in the case of reliable vertices and unreliable edges that can fail independently with given probabilities. The main idea is to enumerate the states of edges in an arbitrary section and use known equations for decomposition in the cases of 1, 2 or 3 reliable edges. A technique for finding a cut that divides the graph approximately in half is proposed. Experiments show that the proposed approach is quite effective.
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