Redundancy Allocation in A Multi-Level Series System by Cuckoo Search

I. Chung, W. Yun, Jong Woon Kim
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Abstract

The systems such as train, airplane and passenger ship require high reliability because of the critical result due to system failure. Redundancy allocation is known as an efficiency method to enhance the system reliability. The methodology of redundancy allocation is developed for a multi-level system with hierarchical structure. This paper considers an optimization algorithm for multi-level redundancy allocation problems(MRAPs). Most of cases in system design employ duplicating single unit in a direct line to improve reliability because of complexity of duplicating units in multi levels. The constraint for the direct line reduces the search space in the optimization problem, but makes it difficult to find feasible solutions in meta-heuristics. Cuckoo search(CS) is presented to optimize MRAP. An upper bound of the number of redundancy is considered to improve search efficiency.
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基于杜鹃搜索的多级串联系统冗余分配
火车、飞机、客船等系统的可靠性要求很高,因为系统故障会产生关键的结果。冗余分配是一种提高系统可靠性的有效方法。针对具有层次结构的多级系统,提出了冗余分配方法。本文研究了一种多级冗余分配问题的优化算法。由于多级复制的复杂性,在系统设计中大多采用直线复制单个单元的方法来提高系统的可靠性。直线约束减少了优化问题的搜索空间,但使元启发式算法难以找到可行的解。采用布谷鸟搜索法对MRAP进行优化。为了提高搜索效率,考虑了冗余个数的上界。
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