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Nowak, Ivo

Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming

Nowak, Ivo - Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming, ebook

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ISBN: 9783764373740
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Table of contents

Part I.Basic Concepts

1. Introduction
2. Problem Formulations
3. Convex and Lagrangian Relaxations
4. Decomposition Methods
5. Semidefinite Relaxations
6. Convex Underestimators
7. Cuts, Lower Bounds and Box Reduction
8. Local and Global Optimality Criteria
9. Adaptive Discretization of Infinite Dimensional MINLPs
II.Algorithms

10. Overview of Global Optimization Methods
11. Deformation Heuristics
12. Rounding, Partitioning and Lagrangian Heuristics
13. Branch-Cut-and-Price Algorithms
14. LaGO — An Object-Oriented Library for Solving MINLPs

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Keywords: COMPUTERS / Computer Science COM014000

Author(s)
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783764373740

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