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Evolutionary Optimization of the 3-D Structures for Various Criteria

机译:各种标准的3-D结构的进化优化

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The paper is devoted to an application of the evolutionary algorithms and the finite element methodto genetic generation of 3-D structures. The shape, topology and material of the structure aregenerated for various optimization criteria: the minimum of volume, minimum of the stressfunctional, the minimum displacement functional, the maximum of the first eigenfrequency and themaximum of difference between first and second eigenfrequency.Evolutionary methods have found various applications in mechanics, especially in structuraloptimization [1]. The main aim of these methods is the simulation of biological processes based onheredity (genetics) and on the natural selection (the theory of evolution) to create the optimalindividuals (solutions) presented by single chromosomes. Evolutionary models of computation canbe performed by using genetic algorithms.During the evolutionary process the domain, its boundary, and the field of Young’s modulus canchange for each generation. The distribution of values of Young’s modulus and as a consequence theshape and topology of the structure is described by hyper surface which is controlled by genes. Genescreate a chromosome which is a member of a population of solutions.Numerical example: Optimization of 3-D structure resembling stairs – minimum of the volume.Some results are shown in Fig. 1.
机译:本文致力于应用进化算法和有限元方法 遗传产生3-D结构。结构的形状,拓扑和材料 为各种优化标准生成:体积最小,压力最小 功能,最小位移功能,最大的第一个特征频率和 第一和第二特征频率之间的差异最大。 进化方法已经发现了机械师的各种应用,尤其是结构 优化[1]。这些方法的主要目的是基于的生物过程模拟 遗传(遗传学)以及自然选择(进化理论)创造最佳 单染色体呈现的个体(解决方案)。计算的进化模型可以 通过使用遗传算法进行。 在进化过程中,域名,它的边界和杨氏模量的领域可以 每代改变。杨氏模量的分布和结果 结构的形状和拓扑由基因控制的超表面描述。基因 创建一个染色体,这是一个解决方案群体的成员。 数值例子:优化三维结构类似楼梯 - 最小值。 一些结果如图1所示。1。

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