Jansen | Interior Point Techniques in Optimization | E-Book | sack.de
E-Book

E-Book, Englisch, Band 6, 280 Seiten, eBook

Reihe: Applied Optimization

Jansen Interior Point Techniques in Optimization

Complementarity, Sensitivity and Algorithms
Erscheinungsjahr 2013
ISBN: 978-1-4757-5561-9
Verlag: Springer US
Format: PDF
 Kopierschutz: 1 - PDF Watermark

Complementarity, Sensitivity and Algorithms

E-Book, Englisch, Band 6, 280 Seiten, eBook

Reihe: Applied Optimization

ISBN: 978-1-4757-5561-9
Verlag: Springer US
Format: PDF
 Kopierschutz: 1 - PDF Watermark

Operations research and mathematical programming would not be as advanced today without the many advances in interior point methods during the last decade. These methods can now solve very efficiently and robustly large scale linear, nonlinear and combinatorial optimization problems that arise in various practical applications. The main ideas underlying interior point methods have influenced virtually all areas of mathematical programming including: analyzing and solving linear and nonlinear programming problems, sensitivity analysis, complexity analysis, the analysis of Newton's method, decomposition methods, polynomial approximation for combinatorial problems etc. This book covers the implications of interior techniques for the entire field of mathematical programming, bringing together many results in a uniform and coherent way. For the topics mentioned above the book provides theoretical as well as computational results, explains the intuition behind the main ideas, gives examples as well as proofs, and contains an extensive up-to-date bibliography. Audience: The book is intended for students, researchers and practitioners with a background in operations research, mathematics, mathematical programming, or statistics.
Jansen Interior Point Techniques in Optimization jetzt bestellen!

Zielgruppe

Research

Autoren/Hrsg.

Jansen, B.

Weitere Infos & Material

1 Introduction.- 2 The Theory of Linear Programming.- 3 Sensitivity Analysis in Linear Programming.- 4 Sensitivity Analysis in Quadratic Programming.- 5 Primal—Dual Affine Scaling Methods for Linear Problems.- 6 Primal—Dual Affine Scaling Methods for Nonlinear Problems.- 7 Computational Results with Affine Scaling Methods.- 8 Target—Following for Linear Programming.- 9 Target—Follow [Ng for Nonlinear Programming.- 10 Semidefinite Programming.- 11. Interior Point Methods in Decomposition.- A Technical Results.- References.

Ihre Fragen, Wünsche oder Anmerkungen
Vorname*
Nachname*
Ihre E-Mail-Adresse*
Kundennr.
Ihre Nachricht*
Lediglich mit * gekennzeichnete Felder sind Pflichtfelder.
Wenn Sie die im Kontaktformular eingegebenen Daten durch Klick auf den nachfolgenden Button übersenden, erklären Sie sich damit einverstanden, dass wir Ihr Angaben für die Beantwortung Ihrer Anfrage verwenden. Selbstverständlich werden Ihre Daten vertraulich behandelt und nicht an Dritte weitergegeben. Sie können der Verwendung Ihrer Daten jederzeit widersprechen. Das Datenhandling bei Sack Fachmedien erklären wir Ihnen in unserer Datenschutzerklärung.