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Investigation of a Practical Method of Structural Optimization by Genetic algorithms (Proposal of a Hybrid Ga and application towards the Thickness optimization of a CRT)

机译:遗传算法进行结构优化的实用方法研究(混合Ga的建议及其在CRT厚度优化中的应用)

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摘要

A new hybrid genetic algorithm (GA) and a parallel genetic algorithm are proposed in this paper in order to improve the convergence of structural optimization. The fully stressed design, FSD, method and a GA were incorporated into the hybrid GA. In the parallel GA, the "island model" was applied to reduce the computation ime. Stress analyses were carried out with a commercial FEM code to obtain the optimum Solution with high reliability even in a complex model.
机译:为了提高结构优化的收敛性,提出了一种新的混合遗传算法(GA)和并行遗传算法。混合遗传算法中加入了全应力设计,FSD,方法和遗传算法。在并行遗传算法中,应用“岛模型”来减少计算时间。使用商业FEM代码进行应力分析,即使在复杂的模型中也可以获得具有高可靠性的最佳解决方案。

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