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Application of Nelder-Mead simplex method for unconfined seepage problems

机译:Nelder-Mead单纯形法在无限制渗流问题中的应用

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摘要

In unconfined seepage problems, the phreatic line resulted from mesh deforming methods is rarely a smooth and continuous curve. The main problem is at the meeting point of the phreatic line with the down stream face of the dam where the phreatic line must be tangent to the seepage face according to the fluid continuity principle. In this paper a mesh deforming finite element method based on Nelder-Mead simplex optimization is presented to solve this problem. The phreatic line is approximated by a 4th degree polynomial and Nelder-Mead simplex method is used to calculate the polynomial's coefficients minimizing an error function which is introduced-based on the conditions on the phreatic line. Tangen-tiality of the phreatic line to the seepage face is introduced in the solution by a constraint in optimization procedure. The results of the presented method are verified by the results of the nonlinear finite element and other mesh deforming methods.
机译:在无限制的渗流问题中,网格变形方法产生的潜水线很少是平滑连续的曲线。主要问题是在潜水线与大坝下游面的交汇点处,根据流体连续性原理,潜水线必须与渗流面相切。为了解决这个问题,本文提出了一种基于Nelder-Mead单纯形优化的网格变形有限元方法。潜水线通过4次多项式近似,并且使用Nelder-Mead单纯形法来计算基于潜水线条件的引入使误差函数最小化的多项式系数。通过优化过程中的约束,在解决方案中引入潜水线与渗流面的切向性。非线性有限元和其他网格变形方法的结果验证了该方法的结果。

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