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The book covers convex analysis, the theory of optimality conditions, duality theory, and numerical methods for solving unconstrained and constrained optimization problems. It addresses not only classical material but also modern topics such as optimality conditions and numerical methods for problems involving nondifferentiable functions, semidefinite programming, metric regularity and stability theory of set-constrained systems, and sensitivity analysis of optimization problems.
Based on a decade's worth of notes the author compiled in successfully teaching the subject, this book will help readers to understand the mathematical foundations of the modern theory and methods of nonlinear optimization and to analyze new problems, develop optimality theory for them, and choose or construct numerical solution methods. It is a must for anyone seriously interested in optimization.
The book covers convex analysis, the theory of optimality conditions, duality theory, and numerical methods for solving unconstrained and constrained optimization problems. It addresses not only classical material but also modern topics such as optimality conditions and numerical methods for problems involving nondifferentiable functions, semidefinite programming, metric regularity and stability theory of set-constrained systems, and sensitivity analysis of optimization problems.
Based on a decade's worth of notes the author compiled in successfully teaching the subject, this book will help readers to understand the mathematical foundations of the modern theory and methods of nonlinear optimization and to analyze new problems, develop optimality theory for them, and choose or construct numerical solution methods. It is a must for anyone seriously interested in optimization.
| Erscheinungsjahr: | 2006 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| ISBN-13: | 9780691119151 |
| ISBN-10: | 0691119155 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC gerader Rücken mit Schutzumschlag |
| Einband: | Gebunden |
| Autor: | Ruszczynski, Andrzej |
| Hersteller: | Princeton University Press |
| Maße: | 240 x 161 x 29 mm |
| Von/Mit: | Andrzej Ruszczynski |
| Erscheinungsdatum: | 22.01.2006 |
| Gewicht: | 0,874 kg |
| Erscheinungsjahr: | 2006 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| ISBN-13: | 9780691119151 |
| ISBN-10: | 0691119155 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC gerader Rücken mit Schutzumschlag |
| Einband: | Gebunden |
| Autor: | Ruszczynski, Andrzej |
| Hersteller: | Princeton University Press |
| Maße: | 240 x 161 x 29 mm |
| Von/Mit: | Andrzej Ruszczynski |
| Erscheinungsdatum: | 22.01.2006 |
| Gewicht: | 0,874 kg |
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