首页> 外文会议>International Conference on Scientific amp; Engineering Computation IC-SEC 2002 Dec 3-5, 2002 Singapore >TWO CLASSES OF PRECONDITIONING TECHNIQUES FOR ELECTROMAGNETIC WAVE SCATTERING PROBLEMS
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TWO CLASSES OF PRECONDITIONING TECHNIQUES FOR ELECTROMAGNETIC WAVE SCATTERING PROBLEMS

机译:电磁波散射问题的两类预处理技术

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We investigate preconditioned iterative solutions of large dense complex valued matrices arising from discretizing the integral equation of electromagnetic scattering. The main purpose of this study is to evaluate the efficiency of preconditioning techniques based on incomplete LU (ILU) factorization and sparse approximate inverse (SAI) for solving this class of dense matrices. We solve the electromagnetic wave equations using the BiCG method with the preconditioned in the context of a multilevel fast multipole algorithm (MLFMA). The novelty of this work is that the preconditioners are constructed using the near part block diagonal submatrix generated from the MLFMA. Experimental results show that the ILU and SAI preconditioners reduce the number of BiCG iterations substantially.
机译:我们研究了离散电磁散射积分方程引起的大密度复数值矩阵的预处理迭代解。这项研究的主要目的是评估基于不完全LU(ILU)分解和稀疏近似逆(SAI)的预处理技术解决此类密集矩阵的效率。我们使用BiCG方法求解电磁波方程,并在多级快速多极算法(MLFMA)的前提下进行预处理。这项工作的新颖性在于,预处理器是使用从MLFMA生成的近部分块对角子矩阵构造的。实验结果表明,ILU和SAI预处理器大大减少了BiCG迭代次数。

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