DCT- and DST-based splitting methods for Toeplitz systems

摘要

New splitting iterative methods for Toeplitz systems are proposed by means of recently developed matrix splittings based on discrete sine and cosine transforms due to Kailath and Olshevsky [Displacement structure approach to discrete-trigonometric transform-basedpreconditioners ofG. Strong type and ofT. Chan type, SIAM J. Matrix Anal. Appl. 26 (2005), pp. 706-734]. Theoretical analysis shows that new splitting iterative methods converge to the unique solution of a symmetric Toeplitz linear system. Moreover, an upper bound of the contraction factor of our new splitting iterations is derived. Numerical examples are reported to illustrate the effectiveness of new splitting iterative methods.