论文标题

大规模优化中的数值方法:不精确的甲骨文和原始二重分析

Numerical methods in large-scale optimization: inexact oracle and primal-dual analysis

论文作者

Dvurechensky, Pavel

论文摘要

这是关于已经发布的有关第一和零级优化方法的已发表结果的简短摘要,也是有关线性约束问题的加速方法。此简短摘要是获得俄罗斯联邦科学博士学位的要求。详细信息可以在简介中列出的论文中找到。

This is a short summary of already published results on accelerated first and zero-order optimization methods, as well as accelerated methods for problems with linear constraints. This short summary is a requirement for obtaining a degree of doctor of sciences in Russian Federation. The details can be found in the papers listed in the introduction.

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