Interior Point Approach to Linear, Quadratic and Convex Programming: Algorithms and Complexity (Mathematics and Its Applications, 277, Band 277) - Hardcover

Den Hertog, D.

 
9780792327349: Interior Point Approach to Linear, Quadratic and Convex Programming: Algorithms and Complexity (Mathematics and Its Applications, 277, Band 277)
Hardcover
ISBN 10: 0792327349 ISBN 13: 9780792327349
Verlag: Springer, 1994

Inhaltsangabe

This book describes the rapidly developing field of interior point methods (IPMs). An extensive analysis is given of path-following methods for linear programming, quadratic programming and convex programming. These methods, which form a subclass of interior point methods, follow the central path, which is an analytic curve defined by the problem. Relatively simple and elegant proofs for polynomiality are given. The theory is illustrated using several explicit examples. Moreover, an overview of other classes of IPMs is given. It is shown that all these methods rely on the same notion as the path-following methods: all these methods use the central path implicitly or explicitly as a reference path to go to the optimum.
For specialists in IPMs as well as those seeking an introduction to IPMs. The book is accessible to any mathematician with basic mathematical programming knowledge.

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Verlag
Springer
Erscheinungsdatum
1994
Sprache
Englisch
ISBN 10 
0792327349
ISBN 13 
9780792327349
Einband
Gebundene Ausgabe
Anzahl der Seiten
222
Kontakt zum Hersteller
Springer-Verlag GmbH
customerservice@springernature.com

Tiergartenstraße 17
Heidelberg
Baden-Württemberg
69121
Deutschland

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Vorgestellte Ausgabe

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Softcover