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: 71.43 EUR
Availability: InStock

Автор: Ernesto G. Birgin, Jose Mario Martinez

Език:

Корици: С меки корици

Издател: Society for Industrial and Applied Mathematics

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

Информация за книгата

Автор

Ernesto G. Birgin, Jose Mario Martinez

Език

Английски език

Корици

Книга - С меки корици

Издадена

2014

страници

233

EAN

9781611973358

ISBN

161197335X

Enbook ID

04838332

Издател

Society for Industrial and Applied Mathematics

Теглоt

Размери

176 x 255 x 12

Пълно описание

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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Practical Augmented Lagrangian Methods for Constrained Optimization

Информация за книгата

Пълно описание

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