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首页> 外文期刊>International Journal of Solids and Structures >Relaxation procedures for an iterative MFS algorithm for the stable reconstruction of elastic fields from Cauchy data in two-dimensional isotropic linear elasticity
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Relaxation procedures for an iterative MFS algorithm for the stable reconstruction of elastic fields from Cauchy data in two-dimensional isotropic linear elasticity

机译:用于迭代MFS算法的放宽程序,以稳定地重建来自二维各向同性线性弹性的Cauchy数据的弹性场重建

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摘要

We investigate two numerical procedures for the Cauchy problem in linear elasticity, involving the relaxation of either the given boundary displacements (Dirichlet data) or the prescribed boundary tractions (Neumann data) on the over-specified boundary, in the alternating iterative algorithm of Kozlov et al. (1991). The two mixed direct (well-posed) problems associated with each iteration are solved using the method of fundamental solutions (MFS), in conjunction with the Tikhonov regularization method, while the optimal value of the regularization parameter is chosen via the generalized cross-validation (GCV) criterion. An efficient regularizing stopping criterion which ceases the iterative procedure at the point where the accumulation of noise becomes dominant and the errors in predicting the exact solutions increase, is also presented. The MFS-based iterative algorithms with relaxation are tested for Cauchy problems for isotropic linear elastic materials in various geometries to confirm the numerical convergence, stability, accuracy and computational efficiency of the proposed method.
机译:我们在线性弹性中调查了两个数值程序,涉及在Kozlov等的交替迭代算法中放松给定的边界位移(Dirichlet数据)或规定的边界(Dirichlet数据)或规定的边界课程(Neumann数据)。 al。 (1991)。使用基本解决方案(MFS)的方法,结合Tikhonov正规化方法解决了与每次迭代相关的两个混合直接(良好的)问题,而通过广义交叉验证选择正则化参数的最佳值(GCV)标准。还提出了一种有效的正规化停止标准,该标准停止了噪声累积的迭代过程以及预测精确解决方案增加的误差。对具有放松的MFS的迭代算法用于各种几何形状中各向同性线性弹性材料的Cauchy问题,以确认所提出的方法的数值趋同,稳定性,准确性和计算效率。

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