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Algorithmic Principles of Mathematical Programming

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Cover of 'Algorithmic Principles of Mathematical Programming'

Table of Contents

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    Book Overview
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    Chapter 1 Real Vector Spaces
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    Chapter 2 Linear Equations and Linear Inequalities
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    Chapter 3 Polyhedra
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    Chapter 4 Linear Programs and the Simplex Method
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    Chapter 5 Lagrangian Duality
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    Chapter 6 An Interior Point Algorithm for Linear Programs
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    Chapter 7 Network Flows
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    Chapter 8 Complexity
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    Chapter 9 Integer Programming
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    Chapter 10 Convex Sets and Convex Functions
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    Chapter 11 Unconstrained Optimization
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    Chapter 12 Constrained Nonlinear Optimization
Attention for Chapter 4: Linear Programs and the Simplex Method
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