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Penalty and Barrier Function Methods for Constrained Optimization - Softcover

 
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This book is intended as a text covering the central concepts of penalty and barrier function methods for constrained optimization problems. The lucid presentation of the text provides a good understanding of the sequential penalty/or barrier methods and the exact penalty methods. As the field of optimization, the book should be useful to operations researchers, engineers, economists, management scientists, and other specialists from the host of disciplines from which practical optimization application’s are drawn. Algorithms and MATLAB codes are developed for both penalty and barrier methods and problems that have appeared frequently in the optimization literature are solved using the developed MATLAB code. The exact penalty functions: the exact absolute value and the augmented Lagrangian penalty function (ALPF) are also discussed in detail. In this case a single application of an unconstrained minimization technique as against to the sequential methods is used to solve the constrained optimization problems.

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About the Author

Hailay Weldegiorgis is a university lecturer of mathematicswith the University of Haramaya. He has BED in mathematics from Jimma university and Master ofScience in computational operations research from Addis Ababauniversity.His next areas of research are on discreteoptimization, neural networks,and Genetic algorithms foroptimization.

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  • PublisherLAP LAMBERT Academic Publishing
  • Publication date2011
  • ISBN 10 3844386130
  • ISBN 13 9783844386134
  • BindingPaperback
  • LanguageEnglish
  • Number of pages128

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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is intended as a text covering the central concepts of penalty and barrier function methods for constrained optimization problems. The lucid presentation of the text provides a good understanding of the sequential penalty/or barrier methods and the exact penalty methods. As the field of optimization, the book should be useful to operations researchers, engineers, economists, management scientists, and other specialists from the host of disciplines from which practical optimization application s are drawn. Algorithms and MATLAB codes are developed for both penalty and barrier methods and problems that have appeared frequently in the optimization literature are solved using the developed MATLAB code. The exact penalty functions: the exact absolute value and the augmented Lagrangian penalty function (ALPF) are also discussed in detail. In this case a single application of an unconstrained minimization technique as against to the sequential methods is used to solve the constrained optimization problems. 128 pp. Englisch. Seller Inventory # 9783844386134

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Published by LAP LAMBERT Academic Publishing, 2011
ISBN 10: 3844386130 ISBN 13: 9783844386134
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book is intended as a text covering the central concepts of penalty and barrier function methods for constrained optimization problems. The lucid presentation of the text provides a good understanding of the sequential penalty/or barrier methods and the exact penalty methods. As the field of optimization, the book should be useful to operations researchers, engineers, economists, management scientists, and other specialists from the host of disciplines from which practical optimization application s are drawn. Algorithms and MATLAB codes are developed for both penalty and barrier methods and problems that have appeared frequently in the optimization literature are solved using the developed MATLAB code. The exact penalty functions: the exact absolute value and the augmented Lagrangian penalty function (ALPF) are also discussed in detail. In this case a single application of an unconstrained minimization technique as against to the sequential methods is used to solve the constrained optimization problems. Seller Inventory # 9783844386134

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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Weldegiorgis HailayHailay Weldegiorgis is a university lecturer of mathematicswith the University of Haramaya. He has BED in mathematics from Jimma university and Master ofScience in computational operations research from Addis Ababa. Seller Inventory # 5476133

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Published by LAP LAMBERT Academic Publishing, 2011
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