Adaptive Hybrid Harmony Search algorithm for optimal design of laminate composites

K. Lakshmi, A. Rao
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引用次数: 2

Abstract

In this paper, a meta-heuristic approach called Adaptive Hybrid Harmony Search algorithm (AHHS), which is a variant of recently developed Harmony search optimisation algorithm is proposed. The harmony search is basically conceptualized using the musical process of searching for a perfect state of harmony. The proposed algorithm is hybridised with a customised neighbourhood search algorithm called `Variable depth neighbourhood search', to improve its intensification mechanism. This proposed algorithm is applied to a combinatorial problem namely lay-up sequence optimisation of laminate composite stiffened cylinder. The results of the investigated numerical example, clearly illustrate the efficiency of the proposed algorithm to handle the design of layup sequence problem.
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层合复合材料优化设计的自适应混合和谐搜索算法
本文提出了一种元启发式的自适应混合和谐搜索算法(AHHS),它是最近发展的和谐搜索优化算法的一种变体。和声搜索基本上是用寻找完美和谐状态的音乐过程来概念化的。该算法与自定义邻域搜索算法“变深度邻域搜索”相结合,改进了算法的增强机制。将该算法应用于复合材料加筋圆柱层合层序优化这一组合问题。数值算例的研究结果清楚地说明了该算法在处理叠置序列设计问题方面的有效性。
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