Title :
Multi-frontal preconditioners for iterative solvers
Author :
Prakash, V.V.S. ; Mittra, R.
Author_Institution :
Electromagn. Commun. Lab., Pennsylvania State Univ., University Park, PA, USA
Abstract :
The integral equation formulation for the solution of Maxwell´s equations leads to a dense system of complex equations. Direct solution of these equations using LU factorization becomes unwieldy as the size of the scatterer increase in terms of wavelength. Iterative solvers, such as those based on Krylov projection methods, offer an alternative approach for solving large system of equations. Most often, the iterative methods are used in combination with some kind of preconditioning to improve the condition number of the system matrix A in order to achieve accelerated convergence. This paper discusses the application of multi-frontal preconditioners (MFPs) for the Krylov projection methods for an efficient solution of the dense system of linear equations. The MFP uses a combined unifrontal/multi-frontal approach to handle arbitrary sparsity patterns and enables a general fill-in reduction. The paper specifically focuses on the efficient solution of complex general systems, without making any assumptions regarding the positive definiteness of the operators. Performances of several popular Krylov projection methods are presented to demonstrate the computational efficiency of the present method, using the MFP.
Keywords :
Maxwell equations; convergence of numerical methods; integral equations; iterative methods; matrix decomposition; Krylov projection methods; LU factorization; Maxwell´s equations solution; accelerated convergence; computational efficiency; fill-in reduction; iterative solvers; linear equations; multi-frontal preconditioners; scatterer size; system matrix; Acceleration; Computational efficiency; Electromagnetic scattering; Integral equations; Iterative methods; Laboratories; Matrix decomposition; Maxwell equations; Sparse matrices; Transmission line matrix methods;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2001. IEEE
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-7070-8
DOI :
10.1109/APS.2001.960019