基于BAT和MPs的异构弧二态网络可靠性问题递归包容-排斥新技术

W. Yeh
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引用次数: 4

摘要

当前的网络应用,如公用事业网络(燃气、水、电和4G/5G)、物联网(IoT)、社交网络和供应链,都是基于二进制状态网络。可靠性是评估网络性能最常用的工具之一,最小路径(MP)是计算可靠性的基本算法。然而,几乎所有现有的算法都假设所有无向弧是齐次的;也就是说,从节点a到b的弧的概率等于从节点b到a的弧的概率。因此,基于MPs、二叉加法树算法(BAT)和包容-排除技术(IET),提出了一种新的递归包容-排除技术算法,即基于递归BAT的IET (RIE)算法,以解决异构弧二叉状态网络可靠性问题,克服上述应用中的障碍。通过实例分析了该方法的计算复杂度。最后,用11个基准问题验证了算法的性能
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Novel Recursive Inclusion-Exclusion Technology Based on BAT and MPs for Heterogeneous-Arc Binary-State Network Reliability Problems
 Current network applications, such as utility networks (gas, water, electricity, and 4G/5G), the Internet of Things (IoT), social networks, and supply chains, are all based on binary state networks. Reliability is one of the most commonly used tools for evaluating network performance, and the minimal path (MP) is a basic algorithm for calculating reliability. However, almost all existing algorithms assume that all undirected arcs are homogeneous; that is, the probability of an arc from nodes a to b is equal to that from nodes b to a . Therefore, based on MPs, the binary-addition-tree algorithm (BAT), and the inclusion-exclusion technique (IET), a novel recursive inclusion-exclusion technology algorithm known as recursive BAT-based IET (RIE) is proposed to solve the heterogeneous-arc binary-state network reliability problem to overcome the above obstacles in applications. The computational complexity of the proposed RIE is analyzed using an illustrative example. Finally, 11 benchmark problems are used to verify the performance of
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