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Optimization / Kenneth Lange
Resource type: Ressourcentyp: BuchBookLanguage: English Series: Springer texts in statisticsPublisher: New York, NY ; Berlin ; Heidelberg [u.a.] : Springer, 2004Description: X, 252 S. : graph. DarstISBN:- 038720332X
- 519.6
- 510
- QA402.5
Contents:
Summary: The content of courses on optimization theory varies tremendously. This book views linear programming as a specal case of nonlinear programming. The real bridge between linear and nonlinear programming is convexity. The theoretical side and applications of convexity in the design of algorityms for problems with either large number of paramaters or linear restraints are addressed in this book. TOC:Elementary Optimization * The Seven C's of Analysis * Differentiation * Karush-Kuhn-Tucker Theory * Convexity * The MM Algorithm * The EM Algorithm * Newton's Method * Conjugate Gradient and Quasi-Newton * Analysis of Convergence * Convex ProgrammingCall number: Grundsignatur: 2004 A 30141PPN: PPN: 160800189X
Literaturverz. S. [237] - 245
| Item type | Home library | Collection | Shelving location | Call number | Status | Barcode | |
|---|---|---|---|---|---|---|---|
| Freihandbestand ausleihbar | Bibliothek Campus Süd | math 7.60 | Lesesaal Technik (LST) | 2004 A 30141 | Available | 46577199090 | |
| Freihandbestand ausleihbar | Fachbibliothek Mathematik | Bibliothek / frei aufgestellt | Untern.-forsch. / Lan | Available | 36442366090 |
Total holds: 0