Items related to Introduction to Methods for Nonlinear Optimization...
- PublisherSpringer
- Publication date2023
- ISBN 10 3031267893
- ISBN 13 9783031267895
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages738
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Introduction to Methods for Nonlinear Optimization
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Introduction to Methods for Nonlinear Optimization
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Introduction to Methods for Nonlinear Optimization
Published by
Springer International Publishing AG, 2023
ISBN 10: 3031267893
ISBN 13: 9783031267895
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Introduction to Methods for Nonlinear Optimization (UNITEXT, 152)
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Introduction to Methods for Nonlinear Optimization (UNITEXT, 152)
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Introduction to Methods for Nonlinear Optimization
Published by
Springer International Publishing AG, 2023
ISBN 10: 3031267893
ISBN 13: 9783031267895
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Introduction to Methods for Nonlinear Optimization
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Introduction to Methods for Nonlinear Optimization: 152 (UNITEXT, 152)
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Paperback. Condition: Brand New. 738 pages. 9.25x6.10x1.50 inches. In Stock. Seller Inventory # __3031267893
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Introduction to Methods for Nonlinear Optimization
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Introduction to Methods for Nonlinear Optimization
Published by
Springer International Publishing Mai 2023, 2023
ISBN 10: 3031267893
ISBN 13: 9783031267895
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Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book has two main objectives: -to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook at a graduate or upper undergraduate level; - to collect and organize selected importanttopics on optimization algorithms, not easily found in textbooks, which can provide material for advanced courses or can serve as a reference text for self-study and research. The basic material on unconstrained and constrained optimization is organized into two blocks of chapters: - basic theory and optimality conditions - unconstrained and constrained algorithms. These topics are treated in short chapters that contain the most important results in theory and algorithms, in a way that, in the authors' experience, is suitable for introductory courses. A third block of chapters addresses methods that are of increasing interest for solving difficult optimization problems. Difficulty can be typically due to the high nonlinearity of the objective function, ill-conditioning of the Hessian matrix, lack of information on first-order derivatives, the need to solve large-scale problems. In the book various key subjects are addressed, including: exact penalty functions and exact augmented Lagrangian functions, non monotone methods, decomposition algorithms, derivative free methods for nonlinear equations and optimization problems. The appendices at the end of the book offer a review of the essential mathematical background, including an introduction to convex analysis that can make part of an introductory course. 740 pp. Englisch. Seller Inventory # 9783031267895
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