Practical Augmented Lagrangian Methods for Constrained Optimization

Name: Practical Augmented Lagrangian Methods for Constrained Optimization
Brand: Society for Industrial and Applied Mathematics
SKU: 9781611973358
Price: 289.29 PLN
Availability: InStock

Autor: Ernesto G. Birgin, Jose Mario Martinez

Język:

Oprawa: Miękka

Wydawca: Society for Industrial and Applied Mathematics

Dostępność: 50 % szansa

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Augmented Lagrangian techniques for the solution of practical constrained optimization problems are...

Informacje o książce

Autor

Ernesto G. Birgin, Jose Mario Martinez

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2014

strony

233

EAN

9781611973358

ISBN

161197335X

Enbook ID

04838332

Wydawca

Society for Industrial and Applied Mathematics

Waga

Wymiary

176 x 255 x 12

Pełny opis

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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