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Assessing the suitability of gradient-based energy minimization methods to calculate the equilibrium shape of netting structures

机译:评估基于梯度的能量最小化方法计算网状结构平衡形状的适用性

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This paper assesses the robustness and efficiency of gradient-based energy minimization methods to calculate the equilibrium shape of netting structures, as an alternative to the Newton-Raphson iteration that is normally used for this purpose. A set of benchmark problems is solved to get insight on the behavior of different gradient-based methods and two variants of the Newton-Raphson method, using a finite element model of the structure. Numerical experiments indicate that the limited memory BFCS method is generally more robust, faster, and easier to implement, and therefore it may replace or complement the Newton-Raphson method in this type of analysis.
机译:本文评估基于梯度的能量最小化方法的稳健性和效率,以计算网状结构的平衡形状,作为通常用于此目的的Newton-Raphson迭代的替代方法。使用结构的有限元模型,解决了一组基准问题,以洞察不同的基于梯度的方法以及牛顿-拉夫森方法的两个变体的行为。数值实验表明,有限内存BFCS方法通常更健壮,更快,更易于实现,因此在这种类型的分析中它可以替代或补充Newton-Raphson方法。

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