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Numerically efficient solution of dense linear system of equations arising in a class of electromagnetic scattering problems

机译:一类电磁散射问题中的密集线性方程组的数值有效解

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In this paper we present an efficient technique for solving a dense complex-symmetric linear system of equations arising in the method of moments (MoM) formulation. To illustrate the application of the method, we consider a finite array of scatterers, which gives rise to a large number of unknowns. The solution procedure utilizes preconditioned transpose-free QMR (PTFQMR) iterations and computes the matrix-vector products by employing a compressed impedance matrix. The compression is achieved by reduced-rank representation of the off-diagonal blocks, based on a partial-QR decomposition, which is followed by an iterative refinement. Both the preconditioning and the compression steps take advantage of the block structure of the matrix. The convergence of the iterative procedure is investigated and the performance of the proposed algorithm is compared to that achieved by other schemes. The effectiveness of the preconditioner and the degree of matrix compression are quantified. Finite arrays of variable shape and sizes are considered, and it is demonstrated that the ability to solve large problems using this technique enables one to evaluate the edge effects in the finite array. Such array is basically flat and periodic, but the algorithm is still efficient when variation with strict periodicity or flatness exists.
机译:在本文中,我们提出了一种有效的技术,用于解决由矩量法(MoM)公式产生的稠密复杂对称线性方程组。为了说明该方法的应用,我们考虑了有限的散射体阵列,该散射体引起了大量的未知数。该解决方案利用预处理的无转置QMR(PTFQMR)迭代,并通过采用压缩阻抗矩阵来计算矩阵矢量乘积。基于部分QR分解,通过减少对角线块的秩表示来实现压缩,然后进行迭代优化。预处理和压缩步骤都利用了矩阵的块结构。研究了迭代过程的收敛性,并将所提算法的性能与其他方案的性能进行了比较。量化了预处理器的有效性和矩阵压缩的程度。考虑了形状和大小可变的有限阵列,并且证明了使用这种技术解决大型问题的能力使人们能够评估有限阵列中的边缘效应。这样的阵列基本上是平坦的和周期性的,但是当存在具有严格周期性或平坦性的变化时,该算法仍然有效。

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