Książka Interior Point Approach to Linear, Quadratic and Convex Programming D. den Hertog

Interior Point Approach to Linear, Quadratic and Convex Programming

Algorithms and Complexity

Autor: D. den Hertog
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
214.72
This book describes the rapidly developing field of interior point methods (IPMs). An extensive anal...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
1994
strony
210
EAN
9780792327349
ISBN
0792327349
Enbook ID
01394325
Waga
499
Wymiary
160 x 240 x 14

Pełny opis

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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