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首页> 外文期刊>IEEE Antennas and Wireless Propagation Letters >Efficient Solution of the Electric-Field Integral Equation Using the Iterative LSQR Algorithm
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Efficient Solution of the Electric-Field Integral Equation Using the Iterative LSQR Algorithm

机译:用迭代LSQR算法高效求解电场积分方程

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摘要

In this letter, we consider iterative solutions of the three-dimensional electromagnetic scattering problems formulated by surface integral equations. We show that solutions of the electric-field integral equation (EFIE) can be improved by employing an iterative least-squares QR (LSQR) algorithm. Compared to many other Krylov subspace methods, LSQR provides faster convergence and it becomes an alternative choice to the time-efficient no-restart generalized minimal residual (GMRES) algorithm that requires large amounts of memory. Improvements obtained with the LSQR algorithm become significant for the solution of large-scale problems involving open surfaces that must be formulated using EFIE, which leads to matrix equations that are usually difficult to solve iteratively, even when the matrix-vector multiplications are accelerated via the multilevel fast multipole algorithm.
机译:在这封信中,我们考虑了由表面积分方程式表示的三维电磁散射问题的迭代解。我们表明,可以通过采用迭代最小二乘QR(LSQR)算法来改善电场积分方程(EFIE)的解决方案。与许多其他Krylov子空间方法相比,LSQR提供了更快的收敛性,它成为需要大量内存的省时的无重启通用最小残差(GMRES)算法的替代选择。使用LSQR算法获得的改进对于解决涉及必须使用EFIE公式化的开放表面的大规模问题具有重要意义,即使通过矩阵加速矩阵向量乘法,通常也难以迭代求解矩阵方程。多级快速多极算法。

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