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用矩阵近似分解方法求解第二类积分方程
引用本文:林福荣,陈汉夫,吴荣辉. 用矩阵近似分解方法求解第二类积分方程[J]. 中山大学学报论丛, 1996, 0(5)
作者姓名:林福荣  陈汉夫  吴荣辉
作者单位:汕头大学数学系,香港中文大学数学系
摘    要:基于区域分解和多项式插值,对积分算子进行离散,得到高精确度的近似离散矩阵.这一方法适应于核函数为光滑、振动较小、只有有限弱奇点的情形.如果采用n个离散点,近似矩阵可以经过O(n)次计算得到,存储也只要O(n).矩阵-向量相乘的计算量为O(nlogn).所以,此方法特别适合共轭梯度类型算法

关 键 词:积分方程,近似分解,共轭梯度法,计算量

Fast Algorithm for Second Kind Integral Equations by Matrix Approximative Decomposition
Lin Furong ) Chan Raymond H. ) Ng Wingfai ). Fast Algorithm for Second Kind Integral Equations by Matrix Approximative Decomposition[J]. Studies in Logic, 1996, 0(5)
Authors:Lin Furong ) Chan Raymond H. ) Ng Wingfai )
Affiliation:Lin Furong 1) Chan Raymond H. 2) Ng Wingfai 2)
Abstract:Based on polynomial interpolation, we present a fast algorithm to approximate matrices arising from the discretization of second kind integral equations where the kernel function is either smooth, non oscillatory and possessing only a finite number of singularities. The approximation can be constructed in O(n) operations and requires O(n) storage, where n is the number of quadrature points used in the discretization. Moreover, the matrix vector multiplication cost is of order O(n log n). Thus our scheme is well suitable for conjugate gradient type methods.
Keywords:integral equation   approximate decomposition   conjugate gradient method   computational complexity
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