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portada Practical Augmented Lagrangian Methods for Constrained Optimization
Type
Physical Book
Author
Publisher
Language
English
Pages
230
Format
Paperback
ISBN13
9781611973358
Categories

Practical Augmented Lagrangian Methods for Constrained Optimization

Ernesto G. Birgin (Author) · José Mario Martinez (Author) · Society for Industrial and Applied Mathematic · Paperback

Practical Augmented Lagrangian Methods for Constrained Optimization - Birgin, Ernesto G. ; Martinez, José Mario

New Book Imported to Austria
Delivery: 20 Aug - 24 Aug Shipping: 13 to 14 business days.
95,72 €
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Synopsis "Practical Augmented Lagrangian Methods for Constrained Optimization"

Augmented Lagrangian techniques for the solution of practical constrained optimization problems are the focus of this book, which gives a thorough account of both theory and applications. The authors rigorously delineate mathematical convergence theory based on sequential optimality conditions and novel constraint qualifications. They also orient the book to practitioners by prioritizing results that provide insight on the practical behavior of algorithms and by providing geometrical and algorithmic interpretations of every mathematical result. In addition, they fully describe a freely available computational package for constrained optimization and illustrate its usefulness with applications. This book is aimed at engineers, physicists, chemists, and other practitioners interested in full access to comprehensive and well-documented software for large-scale optimization, as well as up-to-date convergence theory and its practical consequences. It will also be of interest to graduate and advanced undergraduate students in mathematics, computer science, applied mathematics, optimization, and numerical analysis.

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