摘要
研究了两个迭代矩阵渐近收敛速度的比较.基于K-非负矩阵理论,用于刻画两种并行多分裂迭代法收敛速度快慢的结论被推导出.具体数值例子表明本文所得结果正确有效.
The comparisons of asymptotic rates of convergence of two iteration matrices are investigated. On the basis of K-nonnegative matrix theory, comparisons between two parallel multisplitting methods are derived. Then numerical example is given to show the validity of the comparison results.
引文
1 O’Leary D P,White R E.Multisplittings of matrices and parallel solution of linear systems[J].SIAM J Alg Disc Math,1985,6:630-640.
2 Song Y.Comparison theorems for splittings of matrices[J].Numer Math,2002,92:563-591.
3 Berman A,Plemmons R J.Nonnegative Matrices in the Mathematical Sciences[M].New York:Academic Press,1979.
4 Krein M G,Rutman M A.Linear operators leaving invariant a cone in a Banach space[J].Amer Math Soc Transl Ser I,1962,10:199-325,
5 Hou G L.Comparison theorems for double splittings of K-monotone matrices[J].Appl Math Comput,2014,244:382-389.
6 Hou G L,Li N.K-nonnegative matrices and comparison theorems for iterative methods based on splitting[J].Advances in Mathematics,2014,43:463-479.
7 Marek I,Szyld D B.Comparison theorems for weak splittings of bounded operators[J].Numer Math,1990,58:387-397.
8 Climent J J,Perea C.Comparison theorems for weak nonnegative splittings of K-monotone matrices[J].The Electronic Journal of Linear Algebra,1999,5:24-38.