Nonlinear Programming : : An Introduction / / Peter Zörnig.
This book is an introduction to nonlinear programming. It deals with the theoretical foundations and solution methods, beginning with the classical procedures and reaching up to “modern” methods like trust region methods or procedures for nonlinear and global optimization. A comprehensive bibliograp...
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| Superior document: | Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1 |
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| VerfasserIn: | |
| Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2014] ©2014 |
| Year of Publication: | 2014 |
| Language: | English |
| Series: | De Gruyter Textbook
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| Online Access: | |
| Physical Description: | 1 online resource (350 p.) |
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Table of Contents:
- Frontmatter
- Preface
- Contents
- Notations
- 1 Introduction
- Part I: Theoretical foundations
- 2 Optimality conditions
- 3 The convex optimization problem
- 4 Karush–Kuhn–Tucker conditions and duality
- Part II: Solution methods
- 5 Iterative procedures and evaluation criteria
- 6 Unidimensional minimization
- 7 Unrestricted minimization
- 8 Linearly constrained problems
- 9 Quadratic problems
- 10 The general problem
- 11 Nondifferentiable and global optimization
- Appendix: Solutions of exercises
- References
- Index