A new cut-based algorithm for the multi-state flow network reliability problem
Wei-Chang Yeh,
Changseok Bae and
Chia-Ling Huang
Reliability Engineering and System Safety, 2015, vol. 136, issue C, 1-7
Abstract:
Many real-world systems can be modeled as multi-state network systems in which reliability can be derived in terms of the lower bound points of level d, called d-minimal cuts (d-MCs). This study proposes a new method to find and verify obtained d-MCs with simple and useful found properties for the multi-state flow network reliability problem. The proposed algorithm runs in O(mσp) time, which represents a significant improvement over the previous O(mp2σ) time bound based on max-flow/min-cut, where p, σ and m denote the number of MCs, d-MC candidates and edges, respectively. The proposed algorithm also conquers the weakness of some existing methods, which failed to remove duplicate d-MCs in special cases. A step-by-step example is given to demonstrate how the proposed algorithm locates and verifies all d-MC candidates. As evidence of the utility of the proposed approach, we present extensive computational results on 20 benchmark networks in another example. The computational results compare favorably with a previously developed algorithm in the literature.
Keywords: Reliability; Multistate network; d-MC; MC (search for similar items in EconPapers)
Date: 2015
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Citations: View citations in EconPapers (23)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:136:y:2015:i:c:p:1-7
DOI: 10.1016/j.ress.2014.11.010
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