A dynamic bounding algorithm for approximating multi-state two-terminal reliability
This paper modifies Jane and Laih's (2008) exact and direct algorithm to provide sequences of upper bounds and lower bounds that converge to the NP-hard multi-state two-terminal reliability. Advantages of the modified algorithm include (1) it does not require a priori the lower and/or upper boundary points of the network, (2) it derives a series of increasing lower bounds and a series of decreasing upper bounds simultaneously, guaranteed to enclose the exact reliability value, and (3) trade-off between accuracy and execution time can be made to ensure an exact difference between the upper and lower bounds within an acceptable time. Examples are analyzed to illustrate the bounding algorithm, and to compare the bounding algorithm with existing algorithms. Computational experiments on a large network are conducted to realize the performance of the bounding algorithm.
Year of publication: |
2010
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---|---|
Authors: | Jane, Chin-Chia ; Laih, Yih-Wenn |
Published in: |
European Journal of Operational Research. - Elsevier, ISSN 0377-2217. - Vol. 205.2010, 3, p. 625-637
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Publisher: |
Elsevier |
Keywords: | Reliability Multi-state network Network flow Upper/lower bounds |
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