adam.m
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Implements the ADAM algorithm for network reliability estimation. Uses nominal_pdf.m, threshold.m, stratified_split.m, and mcmc.m.
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conditional_pdfs.m
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Determines the structure of the conditional pdfs for the network reliability problem.
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conditional_rnd.m
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Implements sampling from the conditionals for the network reliability problem.
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data.m
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Generates problem data for various network reliability estimation problems.
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elite.m
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Determines the elite samples for the graph.
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mcmc.m
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Implements sampling from the transition kernel for the network reliability problem. Uses elite.m.
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nominal_pdf.m
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Implements sampling from the nominal pdf.
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relbty_marginals.m
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Estimates the reliability of a network using Markov chain Monte Carlo and the splitting method. Uses data.m, adam.m,
conditional_pdfs.m, conditional_rnd.m, W.m, and S.m.
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S.m
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Computes the time at which a network becomes operational given a set of repair times.
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stratified_split.m
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Generates the splitting factors required in the ADAM algorithm via conditional Bernoulli random variables.
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threshold.m
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Implements the computation of the levels in the ADAM algorithm.
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W.m
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Computes the likelihood ratio for importance sampling using conditional densities.
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