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Optimization / Kenneth Lange

By: 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
Subject(s): Genre/Form: DDC classification:
  • 519.6
  • 510
MSC: MSC: *90-01 | 90CxxRVK: RVK: SK 870 | QH 420LOC classification:
  • QA402.5
Contents:
Literaturverz. S. [237] - 245
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
Holdings
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