Algorithms for Bayesian network modeling and reliability inference of complex multistate systems: Part I – Independent systems

•Multistate compression and inference algorithms are applicable to any complex systems.•Given the evidence, backward inference algorithm can update the probability distributions of all nodes.•The potential application of the proposed algorithms in the reliability-based optimization for complex engin...

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