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Preface | ||
1 | Elements of Convex Analysis, Linear Algebra, and Graph Theory | 1 |
2 | Subgradient and [epsilon]-Subgradient Methods | 35 |
3 | Subgradient-Type Methods with Space Dilation | 71 |
4 | Elements of Information and Numerical Complexity of Polynomial Extremal Problems | 113 |
5 | Decomposition Methods Based on Nonsmooth Optimization | 141 |
6 | Algorithms for Constructing Optimal on Volume Ellipsoids and Semidefinite Programming | 169 |
7 | The Role of Ellipsoid Method for Complexity Analysis of Combinatorial Problems | 227 |
8 | Semidefinite Programming Bounds for Extremal Graph Problems | 265 |
9 | Global Minimization of Polynomial Functions and 17-Th Hilbert Problem | 299 |
References | 335 |
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