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Nondifferentiable Optimization and Polynomial Problems

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Cover of 'Nondifferentiable Optimization and Polynomial Problems'

Table of Contents

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    Book Overview
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    Chapter 1 Elements of Convex Analysis, Linear Algebra, and Graph Theory
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    Chapter 2 Subgradient and ε -Subgradient Methods
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    Chapter 3 Subgradient-Type Methods with Space Dilation
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    Chapter 4 Elements of Information and Numerical Complexity of Polynomial Extremal Problems
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    Chapter 5 Decomposition Methods Based on Nonsmooth Optimization
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    Chapter 6 Algorithms for Constructing Optimal on Volume Ellipsoids and Semidefinite Programming
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    Chapter 7 The Role of Ellipsoid Method for Complexity Analysis of Combinatorial Problems
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    Chapter 8 Semidefinite Programming Bounds for Extremal Graph Problems
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    Chapter 9 Global Minimization of Polynomial Functions and 17-th Hilbert Problem
Attention for Chapter 6: Algorithms for Constructing Optimal on Volume Ellipsoids and Semidefinite Programming
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