Title :
A new method for solving line equations with large sparse symmetric and indefinite coefficients matrix
Author :
Jinming, Wang ; Dexin, Xie ; Baodong, Bai
Author_Institution :
Sch. of Electr. Eng., Shenyang Univ. of Technol., Liaoning, China
fDate :
3/1/2004 12:00:00 AM
Abstract :
A new preconditioned solution with two controlling parameters for linear equations with large sparse symmetric and indefinite matrix is presented in this paper. Through theoretical analysis, the proper choice of the controlling parameters can make the preconditioned matrix positive definite and close to a unit matrix, and significantly reduce the number of iterations. Numerical examples show that the method can reduce the computation time over 50% more than the conventional incomplete Choleski-conjugate gradient method.
Keywords :
conjugate gradient methods; eddy currents; finite element analysis; sparse matrices; ICCG method; eddy-current field; finite-element equations; incomplete Choleski-conjugate gradient; indefinite coefficients matrix; linear equations; preconditioned matrix; sparse symmetric matrix; theoretical analysis; unit matrix; Character generation; Convergence; Equations; Error correction; Finite element methods; Gradient methods; Helium; Matrix decomposition; Sparse matrices; Symmetric matrices;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2004.825437