LIMITED MEMORY BFGS METHOD FOR NONLINEAR MONOTONE EQUATIONS
LIMITED MEMORY BFGS METHOD FOR NONLINEAR MONOTONE EQUATIONS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.