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Lectures on Convex Optimization

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Cover of 'Lectures on Convex Optimization'

Table of Contents

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    Book Overview
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    Chapter 1 Nonlinear Optimization
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    Chapter 2 Smooth Convex Optimization
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    Chapter 3 Nonsmooth Convex Optimization
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    Chapter 4 Second-Order Methods
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    Chapter 5 Polynomial-Time Interior-Point Methods
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    Chapter 6 The Primal-Dual Model of an Objective Function
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    Chapter 7 Optimization in Relative Scale
Attention for Chapter 6: The Primal-Dual Model of an Objective Function
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