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Communications network reliability analysis approximations and bounds

机译:通信网络可靠性分析的近似范围

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The authors present a number of techniques based on tie-sets and cut-sets for bounding and approximating the 2-terminal reliability of a communications network model, with the knowledge that the 2-terminal reliability problem is NP-complete. Three classes of approximations are treated theoretically and in terms of examples. One method uses all the network cut-sets, but truncates the reliability expansion, leading to upper and lower bounds. Another method chooses subsets of the tie-sets and cut-sets, including the shorter (fewer element) tie-sets and cut-sets, and carries out the entire expansion. The third approximation technique incorporates features of both of the first two methods. The reduced tie-set and cut-set method, although exponential in the number of tie-sets and cut-sets of the network in theory, is polynomial in practice and provides lower and upper bounds of the same order of magnitude in most instances. The combined method has been shown to be polynomial in the number of 1, 2, and 3-edge cut-sets used and to run faster than the reduced tie-set and cut-set method.
机译:作者提出了许多基于联系集和割集的技术,用于界定和逼近通信网络模型的2端可靠性,同时他们知道2端可靠性问题是NP完全的。理论上和实例上都处理了三类近似值。一种方法使用了所有网络割集,但截断了可靠性扩展,导致了上限和下限。另一种方法选择联系集和剪切集的子集,包括较短的(较少元素)联系集和剪切集,然后执行整个扩展。第三种近似技术结合了前两种方法的特征。简化的联系集和割集方法虽然在理论上网络的联系集和割集的数量成指数形式,但实际上是多项式的,并且在大多数情况下提供相同数量级的上下限。事实证明,组合方法在使用的1、2和3边切割集数量上是多项式,并且比简化的平移和切割集方法运行得更快。

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