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In this article we propose a new concept of a -model of a function which generalizes the concept of the -oracle (Devolder-Glineur-Nesterov). Using this concept we describe the gradient descent method and the fast gradient descent method and we show that many popular methods (composite optimization methods, level methods, conjugate gradient methods, proximal methods) are special cases of proposed methods in this article.

生成讲解博客的中文版本

生成AI智能校验的中文版本