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非线性预处理共轭斜量法
引用本文:孙文瑜.非线性预处理共轭斜量法[J].数值计算与计算机应用,1990(3).
作者姓名:孙文瑜
作者单位:南京大学
摘    要:我们以Engli(1959)的线性方法为基础,构造出一个极小化一般非线性目标函数(3)的非线性预处理共轭斜量法:


A NONLINEAR PRECONDITIONED CONJUGATE GRADIENT METHOD
Sun Wen-yu.A NONLINEAR PRECONDITIONED CONJUGATE GRADIENT METHOD[J].Journal on Numerical Methods and Computer Applications,1990(3).
Authors:Sun Wen-yu
Affiliation:Sun Wen-yu Department of Mathematics. Nanjing University
Abstract:A nonlinear preconditioned conjugate gradient method is derived for nonlinear optimiza-tion using Engli's (1959) linear conjugate gradient method for linear systems. It is showedthat it is, in particular, equivalent to Beals's conjugate gradient method. The preconditioningmatrix is produced from a truncated memory-free quasi-Newton update formula. Numericaltests indicate that this method is promising.
Keywords:Numerical optimization  conjugate gradient method  preconditioned method  
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