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LIMITED MEMORY BFGS METHOD FOR NONLINEAR MONOTONE EQUATIONS

LIMITED MEMORY BFGS METHOD FOR NONLINEAR MONOTONE EQUATIONS

作     者:Weijun Zhou Donghui Li 

作者机构:College of Mathematics Changsha University of Science and Technology Changsha 410077 China College of Mathematics and Econometrics Hunan University Changsha 410089 China 

出 版 物:《Journal of Computational Mathematics》 (计算数学(英文))

年 卷 期:2007年第25卷第1期

页      面:89-96页

核心收录:

学科分类:07[理学] 070102[理学-计算数学] 0701[理学-数学] 

基  金:Support by NSF of China grant 10471036 a 973 project 

主  题:Limited memory BFGS method Monotone function Projection method. 

摘      要:In this paper, we propose an algorithm for solving nonlinear monotone equations by combining the limited memory BFGS method (L-BFGS) with a projection method. We show that the method is globally convergent if the equation involves a Lipschitz continuous monotone function. We also present some preliminary numerical results.

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