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Reliable Shape Optimization of Structures Subjected to Transient Dynamic Loading Using Genetic Algorithms

机译:遗传算法在动态载荷作用下结构的可靠形状优化

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摘要

This paper presents a reliable method of solution of two dimensional shape optimization problems subjected to transient dynamic loads using Genetic Algorithms. Boundary curves undergoing shape changes have been represented by B-splines. Automatic mesh generation and adaptive finite element analysis modules are integrated with Genetic algorithm code to carry out the shape optimization. Both space and time discretization errors are evaluated and appropriate finite element mesh and time step values as obtained iteratively are adopted for accurate dynamic response. Two demonstration problems have been solved, which show convergence to the optimal solution with number of generations. The boundary curve undergoing shape optimization shows smooth shape changes. The combinations of automatic mesh generator with proper boundary definition capabilities, analysis tool with error estimation and Genetic algorithm as optimization engine have been observed to behave as a satisfactory shape optimization environment to deal with real engineering problems.
机译:本文提出了一种使用遗传算法求解瞬态动态载荷下二维形状优化问题的可靠方法。经历形状变化的边界曲线已由B样条曲线表示。自动网格生成和自适应有限元分析模块与遗传算法代码集成在一起,以进行形状优化。评估了空间和时间离散误差,并采用了迭代获得的适当有限元网格和时间步长值,以实现精确的动态响应。解决了两个演示问题,这些问题显示了随着代数的增长而收敛到最优解。经过形状优化的边界曲线显示出平滑的形状变化。已经观察到具有适当边界定义功能的自动网格生成器,带有误差估计的分析工具以及作为优化引擎的遗传算法的组合,可以作为满足实际工程问题的令人满意的形状优化环境。

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