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Optimization of laminate stacking sequence for failure load maximization using Tabu search

机译:使用禁忌搜索优化层压板堆叠顺序以最大化失效载荷

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摘要

In this paper, design of a laminate is treated as a combinatorial optimization problem. Optimization of the stacking sequence of a laminate for buckling response, matrix cracking, and strength requirements is conducted. Optimum designs are generated using a heuristic search technique known as Tabu search. Preliminary studies used to examine the effect of different aspects of Tabu search are presented. Three load cases, which have been used in previous studies with Genetic Algorithm, were utilized in this work. The relative performance of Tabu search compared to Genetic Algorithm was found to depend on the load case. For the first two cases, and for average of all the three load cases, Tabu search was found to reduce the computing cost of generating equivalent results by 26, 55 and 1%, respectively. For the third load case, the computing cost with Tabu search was higher by 302%.
机译:在本文中,层压板的设计被视为组合优化问题。针对屈曲响应,基体开裂和强度要求,对层压板的堆叠顺序进行了优化。使用称为禁忌搜索的启发式搜索技术生成最佳设计。提出了用于检查禁忌搜索不同方面的影响的初步研究。这项工作利用了以前用遗传算法进行研究的三个荷载工况。发现禁忌搜索与遗传算法相比的相对性能取决于负载情况。对于前两种情况以及所有三种情况的平均值,禁忌搜索可减少产生同等结果的计算成本,分别降低26%,55%和1%。对于第三个负载情况,禁忌搜索的计算成本要高302%。

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