Nesterov convex optimization pdf

Can Nesterov's scheme converge at a linear rate?

The ODE interpretation also suggests restarting Nesterov’s scheme leading to an algorithm, which can be rigorously proven to converge at a linear rate whenever the objective is strongly convex

1 Introduction

What are Nesterov optimization problems?

Introductory Lectures on Convex Programming Volume I: Basic course Yu

Nesterov Optimization problems arise naturally in many application fields

Whatever people do, at some point they get a craving to organize things in a best possible way

This intention, converted in a mathematical form, turns out to be an optimization problem of certain type


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