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Newton type methods for solving nonsmooth equations

Newton type methods for solving nonsmooth equations
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摘要 Numerical methods for the solution of nonsmooth equations are studied. A new subdifferential for a locally Lipschitzian function is proposed. Based on this subdifferential, Newton methods for solving nonsmooth equations are developed and their convergence is shown. Since this subdifferential is easy to be computed, the present Newton methods can be executed easily in some applications. Numerical methods for the solution of nonsmooth equations are studied. A new subdifferential for a locally Lipschitzian function is proposed. Based on this subdifferential, Newton methods for solving nonsmooth equations are developed and their convergence is shown. Since this subdifferential is easy to be computed, the present Newton methods can be executed easily in some applications.
作者 Gao Yan
机构地区 School of Management
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第4期811-815,共5页 系统工程与电子技术(英文版)
关键词 nonsmooth equations newton methods SUBDIFFERENTIAL nonsmooth optimization. nonsmooth equations, newton methods, subdifferential, nonsmooth optimization.
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