Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities Zdenĕk Dostál

ISBN: 9781441946485

Published: December 8th 2010

Paperback

284 pages


Description

Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities  by  Zdenĕk Dostál

Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities by Zdenĕk Dostál
December 8th 2010 | Paperback | PDF, EPUB, FB2, DjVu, talking book, mp3, RTF | 284 pages | ISBN: 9781441946485 | 4.13 Mb

Quadratic programming (QP) is one advanced mathematical technique that allows for the optimization of a quadratic function in several variables in the presence of linear constraints. This book presents recently developed algorithms for solving largeMoreQuadratic programming (QP) is one advanced mathematical technique that allows for the optimization of a quadratic function in several variables in the presence of linear constraints.

This book presents recently developed algorithms for solving large QP problems and focuses on algorithms which are, in a sense optimal, i.e., they can solve important classes of problems at a cost proportional to the number of unknowns. For each algorithm presented, the book details its classical predecessor, describes its drawbacks, introduces modifications that improve its performance, and demonstrates these improvements through numerical experiments.This self-contained monograph can serve as an introductory text on quadratic programming for graduate students and researchers.

Additionally, since the solution of many nonlinear problems can be reduced to the solution of a sequence of QP problems, it can also be used as a convenient introduction to nonlinear programming.



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