Practical Augmented Lagrangian Methods for Constrained Optimization (Fundamentals of Algorithms)

0 avg rating
( 0 ratings by Goodreads )
 
9781611973358: Practical Augmented Lagrangian Methods for Constrained Optimization (Fundamentals of Algorithms)
View all copies of this ISBN edition:
 
 

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.

Audience: The 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.

Contents: Chapter 1: Introduction ; Chapter 2: Practical Motivations; Chapter 3: Optimality Conditions; Chapter 4: Model Augmented Lagrangian Algorithm; Chapter 5: Global Minimization Approach; Chapter 6: General Affordable Algorithms; Chapter 7: Boundedness of the Penalty Parameters; Chapter 8: Solving Unconstrained Subproblems; Chapter 9: Solving Constrained Subproblems; Chapter 10: First Approach to Algencan; Chapter 11: Adequate Choice of Subroutines; Chapter 12: Making a Good Choice of Algorithmic Options and Parameters; Chapter 13: Practical Examples; Chapter 14: Final Remarks

"synopsis" may belong to another edition of this title.

Book Description:

This book focuses on augmented Lagrangian techniques for solving practical constrained optimization problems. A rigorous approach to convergence theory is combined with an emphasis on applications and practical algorithm design considerations, making this book ideal for researchers in mathematics and computer science, and practitioners in engineering and other applied sciences.

About the Author:

Ernesto G. Birgin is a professor in the Department of Computer Science at the Institute of Mathematics and Statistics of the University of São Paulo. He is a member of the editorial boards of Journal of Global Optimization, Computational and Applied Mathematics, Bulletin of Computational Applied Mathematics, Pesquisa Operacional, and Trends in Applied and Computational Mathematics. He has published over 50 papers on computational optimization and applications.

José Mario Martínez is a professor in the Department of Applied Mathematics at the University of Campinas, Brazil. He is a member of the Brazilian Academy of Sciences, former Editor in Chief of Computational and Applied Mathematics, member of the editorial board of Numerical Algorithms, and the author of over 150 papers on numerical mathematics, optimization, and applications.

"About this title" may belong to another edition of this title.

Buy New View Book
List Price: US$ 67.00
US$ 77.32

Convert currency

Shipping: FREE
From United Kingdom to U.S.A.

Destination, rates & speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Ernesto G. Birgin, José Mario Martinez
Published by Society for Industrial & Applied Mathematics,U.S., United States (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Paperback Quantity Available: 10
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Society for Industrial & Applied Mathematics,U.S., United States, 2014. Paperback. Condition: New. Language: English. Brand new Book. 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. Seller Inventory # AAN9781611973358

More information about this seller | Contact this seller

Buy New
US$ 77.32
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

2.

Ernesto G. Birgin, José Mario Martinez
Published by Society for Industrial & Applied Mathematics,U.S., United States (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Paperback Quantity Available: 10
Seller:
Book Depository International
(London, United Kingdom)
Rating
[?]

Book Description Society for Industrial & Applied Mathematics,U.S., United States, 2014. Paperback. Condition: New. Language: English. Brand new Book. 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. Seller Inventory # AAN9781611973358

More information about this seller | Contact this seller

Buy New
US$ 79.98
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

3.

Birgin, Ernesto G.
Published by The Mathematical Association of America (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Quantity Available: 10
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description The Mathematical Association of America, 2014. PAP. Condition: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Seller Inventory # CE-9781611973358

More information about this seller | Contact this seller

Buy New
US$ 68.32
Convert currency

Add to Basket

Shipping: US$ 11.77
From United Kingdom to U.S.A.
Destination, rates & speeds

4.

Ernesto G. Birgin; José Mario Martínez
Published by Society for Industrial & Applied Mathematics (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Softcover Quantity Available: 1
Seller:
Irish Booksellers
(Portland, ME, U.S.A.)
Rating
[?]

Book Description Society for Industrial & Applied Mathematics, 2014. Condition: New. book. Seller Inventory # M161197335X

More information about this seller | Contact this seller

Buy New
US$ 97.15
Convert currency

Add to Basket

Shipping: US$ 3.27
Within U.S.A.
Destination, rates & speeds

5.

ERNESTO G. BIRGIN , JOSÉ MARIO MARTINEZ
Published by Soc Industrial Applied Maths (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Paperback Quantity Available: 1
Seller:
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Soc Industrial Applied Maths, 2014. Paperback. Condition: NEW. 9781611973358 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. For all enquiries, please contact Herb Tandree Philosophy Books directly - customer service is our primary goal. Seller Inventory # HTANDREE0712832

More information about this seller | Contact this seller

Buy New
US$ 90.15
Convert currency

Add to Basket

Shipping: US$ 10.46
From United Kingdom to U.S.A.
Destination, rates & speeds

6.

Ernesto G. Birgin, José Mario Martínez
Published by Society for Industrial & Appli (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Paperback Quantity Available: 2
Seller:
Murray Media
(NORTH MIAMI BEACH, FL, U.S.A.)
Rating
[?]

Book Description Society for Industrial & Appli, 2014. Paperback. Condition: New. Never used!. Seller Inventory # P11161197335X

More information about this seller | Contact this seller

Buy New
US$ 105.07
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds

7.

Ernesto G. Birgin , Josà Mario Martinez
Published by Cambridge University Press (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Paperback Quantity Available: 2
Seller:
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Cambridge University Press, 2014. Paperback. Condition: Brand New. 1st edition. 230 pages. 10.10x7.10x0.70 inches. In Stock. Seller Inventory # __161197335X

More information about this seller | Contact this seller

Buy New
US$ 97.64
Convert currency

Add to Basket

Shipping: US$ 9.80
From United Kingdom to U.S.A.
Destination, rates & speeds

8.

Ernesto G. Birgin
ISBN 10: 161197335X ISBN 13: 9781611973358
New Quantity Available: 1
Seller:
University Bookstore
(DELHI, DELHI, India)
Rating
[?]

Book Description Condition: New. This is Brand NEW. Seller Inventory # CMBG-161092018-1728

More information about this seller | Contact this seller

Buy New
US$ 110.47
Convert currency

Add to Basket

Shipping: US$ 10.37
From India to U.S.A.
Destination, rates & speeds

9.

Ernesto G. Birgin
Published by Society for Industrial & Applied Mathematics (2014)
ISBN 10: 161197335X ISBN 13: 9781611973358
New Paperback Quantity Available: 1
Seller:
Books Express
(Portsmouth, NH, U.S.A.)
Rating
[?]

Book Description Society for Industrial & Applied Mathematics, 2014. Paperback. Condition: New. Ships with Tracking Number! INTERNATIONAL WORLDWIDE Shipping available. Buy with confidence, excellent customer service!. Seller Inventory # 161197335Xn

More information about this seller | Contact this seller

Buy New
US$ 207.68
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds