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Comprehensive analysis of network reliability prediction for multistate networks with machine learning approaches

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Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Volume 240, Issue 2, Page 790-803, April 2026.
A multistate network (MSN) is a widely used model for constructing real-world systems. Evaluating the network reliability of an MSN is a crucial task. While existing studies have developed analytical algorithms for network reliability evaluation, these ...