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QB-II for Evaluating the Reliability of Binary-State Networks
預印本

QB-II for Evaluating the Reliability of Binary-State Networks

30/05/2022

摘要

Computer Science - Data Structures and Algorithms Computer Science - Discrete Mathematics
Current real-life applications of various networks such as utility (gas, water, electric, 4G/5G) networks, the Internet of Things, social networks, and supply chains. Reliability is one of the most popular tools for evaluating network performance. The fundamental structure of these networks is a binary state network. Distinctive methods have been proposed to efficiently assess binary-state network reliability. A new algorithm called QB-II (quick binary-addition tree algorithm II) is proposed to improve the efficiency of quick BAT, which is based on BAT and outperforms many algorithms. The proposed QB-II implements the shortest minimum cuts (MCs) to separate the entire BAT into main-BAT and sub-BATs, and the source-target matrix convolution products to connect these subgraphs intelligently to improve the efficiency. Twenty benchmark problems were used to validate the performance of the QB-II.

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詳細資料

題名
QB-II for Evaluating the Reliability of Binary-State Networks
創作者:
Wei-Chang Yeh
學術資源類型
預印本
語言
英語
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