Optimal Quadratic Programming Algorithms PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Optimal Quadratic Programming Algorithms PDF full book. Access full book title Optimal Quadratic Programming Algorithms by Zdenek Dostál. Download full books in PDF and EPUB format.

Optimal Quadratic Programming Algorithms

Optimal Quadratic Programming Algorithms PDF Author: Zdenek Dostál
Publisher: Springer Science & Business Media
ISBN: 0387848061
Category : Mathematics
Languages : en
Pages : 293

Get Book Here

Book Description
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 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.