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A Bi-level Method for Shape and Member Sizing Optimization of Frame Structures

机译:框架结构形状和构件尺寸优化的双层方法

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This paper describes a new optimization method for truss and frame structures that offers significant performance improvements compared to existing approaches. The proposed formulation partitions the problem into two hierarchical levels: shape and sizing. For each configuration of shape variables generated, a specialized deterministic algorithm attempts to find an optimal configuration of discrete section size variables for that particular geometry. The sizing results are then used to inform a gradient-based search that operates on continuous shape variables to find the 'best' overall solution. The proposed method is compared to other optimization approaches using standard minimum-weight truss problems. Results indicate that the bi-level method is capable of finding superior quality solutions (2.8% on average) in an order of magnitude less computational time. The suitability of the method to larger design problems is discussed and further research is proposed to test the scalability of the method.
机译:本文介绍了一种新的桁架和框架结构优化方法,与现有方法相比,该方法可以显着提高性能。所提出的公式将问题分为两个层次级别:形状和大小。对于生成的形状变量的每种配置,一种专门的确定性算法尝试为该特定几何图形找到离散截面尺寸变量的最佳配置。然后,将大小调整结果用于通知基于梯度的搜索,该搜索对连续形状变量进行操作以找到“最佳”整体解决方案。将该方法与使用标准最小重量桁架问题的其他优化方法进行了比较。结果表明,该双级方法能够以更少的计算时间来找到优质的解决方案(平均2.8%)。讨论了该方法对较大设计问题的适用性,并提出了进一步的研究以测试该方法的可扩展性。

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