摘要
大型稀疏非Hermite正定Jacobi矩阵对应的非线性方程组的迭代求解历来受到重视.结合不精确Newton法和非交替PHSS迭代法,提出了迭代求解非线性方程组的NewtonNPHSS方法,给出了迭代法的局部收敛定理,并演算了数值例子,阐明了Newton-NPHSS是有效的迭代法.
Much attention has been paid on the iteration solution for large scale and sparse systems of nonlinear equations whose Jacobian matrix is non-Hermitian positive definite during these years. Our goal in this paper is to combine the inexact Newton method with non-alternating preconditioned Hermitian and skew- Hermitian splitting (PHSS) iteration method, and to present a non-alternating Newton-PHSS (Newton-NPHSS) iteration method for solving systems of nonlinear equations. Local convergence theorem of the method is given. Numerical examples are carried out to verify the effectiveness of Newton-NPHSS method.
出处
《应用数学与计算数学学报》
2017年第2期153-162,共10页
Communication on Applied Mathematics and Computation
基金
国家自然科学基金资助项目(11471150)
关键词
非线性方程组
不精确NEWTON法
Newton-HSS法
局部收敛
systems of nonlinear equations
inexact Newton method
Newton-HSS (Hermitian and skew-Hermitian splitting) method
local convergence