Mathematics

Practical Augmented Lagrangian Methods for Constrained Optimization

by Ernesto G. Birgin
Publisher: SIAM
Release Date: 2014-04-30
Genre: Mathematics
Pages: 233 pages
ISBN 13: 161197335X
ISBN 10: 9781611973358
Format: PDF, ePUB, MOBI, Audiobooks, Kindle
GET EBOOK

Synopsis : Practical Augmented Lagrangian Methods for Constrained Optimization written by Ernesto G. Birgin, published by SIAM which was released on 2014-04-30. Download Practical Augmented Lagrangian Methods for Constrained Optimization Books now! Available in PDF, EPUB, Mobi Format. This book focuses on Augmented Lagrangian techniques for solving practical constrained optimization problems. -- This book focuses on Augmented Lagrangian techniques for solving practical constrained optimization problems. The authors rigorously delineate mathematical convergence theory based on sequential optimality conditions and novel constraint qualifications. They also orient the book to practitioners by giving priority to results that provide insight on the practical behavior of algorithms and by providing geometrical and algorithmic interpretations of every mathematical result, and they fully describe a freely available computational package for constrained optimization and illustrate its usefulness with applications.