Presenting a series-parallel redundancy allocation problem with multi-state components using recursive algorithm and meta-heuristic

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SHARIFI M.; SAADVANDI M.; SHAHRIARI M.R.

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Journal Paper

Paper Information

Journal: Scientia Iranica Year:2020 | Volume:27 | Issue:2 (Transactions E: Industrial Engineering) Page(s): 970-982

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Information Journal Paper

Title

Presenting a series-parallel redundancy allocation problem with multi-state components using recursive algorithm and meta-heuristic

Author(s)

SHARIFI M. | SAADVANDI M. | SHAHRIARI M.R. | Issue Writer Certificate

Keywords

Reliability optimization

Multi-state components

Redundancy allocation problem

Recursive algorithm

Genetic algorithm

Abstract

Redundancy allocation problem (RAP) is one of the most important problems in the field of reliability. This problem aims to increase system reliability, under constraints such as cost, weight, etc. In this paper, we work on a system with series-parallel configuration and Multi-state components. To draw the problem nearer to real condition, we merge this problem with discount levels in purchasing components. For calculating sub-systems reliability, we used Recursive algorithm. Because RAP belongs to Np. Hard problems, for optimizing the presented model a new Genetic algorithm (GA) was used. The algorithm parameters tuned using Response surface methodology (RSM) and for validation of GA an enumeration method was used.

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APA: Copy

SHARIFI, M., SAADVANDI, M., & SHAHRIARI, M.R.. (2020). Presenting a series-parallel redundancy allocation problem with multi-state components using recursive algorithm and meta-heuristic. SCIENTIA IRANICA, 27(2 (Transactions E: Industrial Engineering)), 970-982. SID. https://sid.ir/paper/290842/en

Vancouver: Copy

SHARIFI M., SAADVANDI M., SHAHRIARI M.R.. Presenting a series-parallel redundancy allocation problem with multi-state components using recursive algorithm and meta-heuristic. SCIENTIA IRANICA[Internet]. 2020;27(2 (Transactions E: Industrial Engineering)):970-982. Available from: https://sid.ir/paper/290842/en

IEEE: Copy

M. SHARIFI, M. SAADVANDI, and M.R. SHAHRIARI, “Presenting a series-parallel redundancy allocation problem with multi-state components using recursive algorithm and meta-heuristic,” SCIENTIA IRANICA, vol. 27, no. 2 (Transactions E: Industrial Engineering), pp. 970–982, 2020, [Online]. Available: https://sid.ir/paper/290842/en

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