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Convex Analysis and Minimization Algorithms I : Fundamentals

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Cover of 'Convex Analysis and Minimization Algorithms I : Fundamentals'

Table of Contents

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    Book Overview
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    Chapter 1 Convex Functions of One Real Variable
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    Chapter 2 Introduction to Optimization Algorithms
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    Chapter 3 Convex Sets
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    Chapter 4 Convex Functions of Several Variables
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    Chapter 5 Sublinearity and Support Functions
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    Chapter 6 Subdifferentials of Finite Convex Functions
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    Chapter 7 Constrained Convex Minimization Problems: Minimality Conditions, Elements of Duality Theory
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    Chapter 8 Descent Theory for Convex Minimization: The Case of Complete Information
Attention for Chapter 1: Convex Functions of One Real Variable
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