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A Class of Generalized Approximate Inverse Solvers for Unsymmetric Linear Systems of Irregular Structure Based on Adaptive Algorithmic Modelling for Solving Complex Computational Problems in Three Space Dimensions
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作者 Anastasia-Dimitra Lipitakis 《Applied Mathematics》 2016年第11期1225-1240,共17页
A class of general inverse matrix techniques based on adaptive algorithmic modelling methodologies is derived yielding iterative methods for solving unsymmetric linear systems of irregular structure arising in complex... A class of general inverse matrix techniques based on adaptive algorithmic modelling methodologies is derived yielding iterative methods for solving unsymmetric linear systems of irregular structure arising in complex computational problems in three space dimensions. The proposed class of approximate inverse is chosen as the basis to yield systems on which classic and preconditioned iterative methods are explicitly applied. Optimized versions of the proposed approximate inverse are presented using special storage (k-sweep) techniques leading to economical forms of the approximate inverses. Application of the adaptive algorithmic methodologies on a characteristic nonlinear boundary value problem is discussed and numerical results are given. 展开更多
关键词 Adaptive Algorithms Algorithmic Modelling Approximate Inverse incomplete LU Factorization Approximate decomposition Unsymmetric Linear systems Preconditioned Iterative Methods systems of Irregular Structure
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位移方程组的渐近不完全分解预条件处理
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作者 周献丽 顾桂定 《应用数学与计算数学学报》 2007年第1期99-105,共7页
讨论位移方程组(A+α_jI)x(α_j)=b(α_j,x(α_i)),(i<j)的预条件处理,其中A是非对称矩阵,右端与其前面问题的解有关.我们利用A的不完全LU分解,对每个α_j,利用渐近展开的方法,以很小的代价去构造位移矩阵A+α_jI的预条件矩阵,相对... 讨论位移方程组(A+α_jI)x(α_j)=b(α_j,x(α_i)),(i<j)的预条件处理,其中A是非对称矩阵,右端与其前面问题的解有关.我们利用A的不完全LU分解,对每个α_j,利用渐近展开的方法,以很小的代价去构造位移矩阵A+α_jI的预条件矩阵,相对于对每个位移矩阵去构造不完全LU分解的预条件矩阵,计算量大为减少.数值结果显示,这种预条件处理方法是有效的. 展开更多
关键词 位移方程组 预条件处理 不完全分解
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