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Optimum topological design of simply supported composite stiffened panels via genetic algorithms

机译:基于遗传算法的简支复合加筋板的最优拓扑设计

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摘要

In the present paper the topological optimal design of isotropic/orthotropic thin structures performed via genetic algorithms is shown. Examples involving structural weight minimization under compressive load or buckling load maximization are presented. A modified finite strip method was developed and used to analyze parametric structures arranged in form of plates or stiffened panels with almost arbitrary cross-section shapes. Specific design variables were defined to assure a robust control over geometrical and topological features. In particular, a semi-analytical formulation for the determination of eigenvalues and eigenvectors was adopted in order to reduce computational efforts requested by the optimization task. A mesh-independent solver, involving a reduced number of degrees of freedom, was implemented and interfaced with a genetic optimizer for the purpose. The optimization procedure was based on a specific bit-masking oriented genetic algorithm, able to handle in parallel different genetic operators expressly conceived to process with proper metrics discrete and continuous design variables. As preliminary example, the buckling load maximization of a metallic plate with an arbitrary grid-shaped cross-section is described first. Then a topological optimization concerning the weight minimization of a composite stiffened panel subject to constraint about buckling load is illustrated and discussed in detail about parametric model definition and genetic procedure.
机译:本文展示了通过遗传算法进行的各向同性/正交各向异性薄结构的拓扑优化设计。给出了涉及压缩载荷或屈曲载荷最大化下结构重量最小化的示例。开发了一种改进的有限条法,并用于分析以几乎任意横截面形状的板或加劲板形式布置的参数结构。定义了特定的设计变量以确保对几何和拓扑特征的鲁棒控制。特别地,采用了用于确定特征值和特征向量的半分析公式,以减少优化任务所要求的计算工作。为此,实现了网格无关的解算器,该解算器涉及较少的自由度,并与遗传优化器连接。优化过程基于特定的面向位掩码的遗传算法,该算法能够并行处理不同的遗传算子,这些遗传算子明确设计为使用适当的指标进行离散和连续的设计变量处理。作为初步示例,首先描述具有任意网格形横截面的金属板的最大屈曲载荷。然后,说明并讨论了关于受压载荷约束的复合加劲板重量最小化的拓扑优化,并详细讨论了参数模型定义和遗传程序。

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