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A New Method to Evaluate the Reliability of Multistate Information Networks
期刊文章   同儕審查

A New Method to Evaluate the Reliability of Multistate Information Networks

Fei Wang, Hongjun Cui, Wei-Chang Yeh, Minqing ZhuXinwei Ma
IEEE Transactions on Reliability
2024

摘要

Computer network reliability Fixed-node incompletely connected subgraph (FIS) Indexes multistate information network (MIN) Probability distribution relative complement node set Reliability reliability assessment Reliability engineering Social networking (online) Transportation Safety Risk Reliability and Quality Electrical and Electronic Engineering
Multistate information networks (MINs) are the basis of many modern communication networks, and the reliability evaluation of MINs not only contributes to the structural design of networks but also facilitates the development of modern communication technologies. However, the evaluation of the reliability of MINs in studies so far always requires massive calculations. To improve the calculation efficiency of MIN reliability evaluation, in this article, a new algorithm with lower time complexity than traditional algorithms is proposed. The comparative experiments show that the proposed algorithm outperforms the existing MIN reliability algorithms, and the running time of the proposed algorithm is at least 31.96&null less than that of the node-based binary-addition tree algorithm.

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