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Finding minimum energy configurations for constrained beam buckling problems using the Viterbi algorithm

机译:使用维特比算法寻找约束梁屈曲问题的最小能量配置

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摘要

In this work, we present a novel technique to find approximate minimum energy configurations for thin elastic bodies using an instance of dynamic programming called the Viterbi algorithm. This method can be used to find approximate solutions for large deformation constrained buckling problems as well as problems where the strain energy function is non-convex. The approach does not require any gradient computations and could be considered a direct search method. The key idea is to consider a discretized version of the set of all possible configurations and use a computationally efficient search technique to find the minimum energy configuration. We illustrate the application of this method to a laterally constrained beam buckling problem where the presence of unilateral constraints together with the non-convexity of the energy function poses challenges for conventional schemes. The method can also be used as a means for generating "very good" starting points for other conventional gradient search algorithms. These uses, along with comparisons with a direct application of a gradient search and simulated annealing, are demonstrated in this work.
机译:在这项工作中,我们提出了一种新颖的技术,可以使用称为Viterbi算法的动态编程实例为薄弹性体找到近似的最小能量构型。该方法可用于找到大变形约束屈曲问题以及应变能函数非凸问题的近似解。该方法不需要任何梯度计算,可以认为是直接搜索方法。关键思想是考虑所有可能配置的集合的离散化版本,并使用计算效率高的搜索技术来查找最小能量配置。我们说明了该方法在横向约束梁屈曲问题上的应用,在该问题中单边约束的存在以及能量函数的非凸性给常规方案带来了挑战。该方法还可以用作为其他常规梯度搜索算法生成“非常好”起点的手段。这些工作以及与直接应用梯度搜索和模拟退火的比较在此工作中得到了证明。

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