Reliability evaluation of multi-state systems under cost consideration |
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Authors: | Yi-Feng Niu Xiu-Zhen Xu |
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Institution: | 1. School of Mathematics & Information Science, Henan Polytechnic University, Jiaozuo 454000, PR China;2. School of Computer Science & Technology, Henan Polytechnic University, Jiaozuo 454000, PR China |
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Abstract: | A more practical and desirable performance index of multi-state systems is the two-terminal reliability for level (d, c) (2TRd,c), defined as the probability that d units of flow can be transmitted from the source node to the sink node with the total cost less than or equal to c. In this article, a simple algorithm is developed to calculate 2TRd,c in terms of (d, c)-MPs. Two major advantages of the proposed algorithm include: (1) as of now, it is the only algorithm that searches for (d, c)-MPs without requiring all minimal paths (MPs) and the procedure of transforming feasible solutions; (2) it is more practical and efficient in solving (d, c)-MP problem in contrast to the best-known method. An example is provided to illustrate the generation of (d, c)-MPs by using the presented algorithm, and 2TRd,c is thus evaluated. Furthermore, the computational experiments are conducted to verify the performance of the presented algorithm. |
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Keywords: | Reliability evaluation Multi-state system Cost constraint Lower capacity bound (d c)-MP/d-MP/MP/d-flow |
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