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Adaptive Scalarization Methods in Multiobjective Optimization
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Adaptive Scalarization Methods in Multiobjective Optimization - new book

ISBN: 9783642098048

In many areas in engineering, economics and science new developments are only possible by the application of modern optimization methods. Theoptimizationproblemsarisingnowadaysinapplicati… More...

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Adaptive Scalarization Methods in Multiobjective Optimization
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Adaptive Scalarization Methods in Multiobjective Optimization - new book

ISBN: 9783642098048

In many areas in engineering, economics and science new developments are only possible by the application of modern optimization methods. Theoptimizationproblemsarisingnowadaysinapplicati… More...

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Adaptive Scalarization Methods in Multiobjective Optimization - Eichfelder, Gabriele
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Eichfelder, Gabriele:
Adaptive Scalarization Methods in Multiobjective Optimization - Paperback

2010

ISBN: 3642098045

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Softcover reprint of hardcover 1st ed. 2008 Kartoniert / Broschiert Unternehmensforschung, Diskrete Mathematik, Theoretische Informatik, Mathematik für Informatiker, decisionmaking; Mul… More...

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Adaptive Scalarization Methods in Multiobjective Optimization - Eichfelder, Gabriele
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Eichfelder, Gabriele:
Adaptive Scalarization Methods in Multiobjective Optimization - Paperback

2010, ISBN: 3642098045

Hardcover

Softcover reprint of hardcover 1st ed. 2008 Kartoniert / Broschiert Unternehmensforschung, Diskrete Mathematik, Theoretische Informatik, Mathematik für Informatiker, decisionmaking; Mul… More...

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Adaptive Scalarization Methods in Multiobjective Optimization - Gabriele Eichfelder
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Gabriele Eichfelder:
Adaptive Scalarization Methods in Multiobjective Optimization - Paperback

2010, ISBN: 9783642098048

Buch, Softcover, Softcover reprint of hardcover 1st ed. 2008, [PU: Springer Berlin], Springer Berlin, 2010

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Details of the book
Adaptive Scalarization Methods in Multiobjective Optimization

This book presents adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarization approaches. With the help of sensitivity results an adaptive parameter control is developed such that high-quality approximations of the efficient set are generated. These examinations are based on a special scalarization approach, but the application of these results to many other well-known scalarization methods is also presented. Thereby very general multiobjective optimization problems are considered with an arbitrary partial ordering defined by a closed pointed convex cone in the objective space. The effectiveness of these new methods is demonstrated with several test problems as well as with a recent problem in intensity-modulated radiotherapy. The book concludes with a further application: a procedure for solving multiobjective bilevel optimization problems is given and is applied to a bicriteria bilevel problem in medical engineering.

Details of the book - Adaptive Scalarization Methods in Multiobjective Optimization


EAN (ISBN-13): 9783642098048
ISBN (ISBN-10): 3642098045
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer Berlin
256 Pages
Weight: 0,392 kg
Language: eng/Englisch

Book in our database since 2011-07-01T15:07:26+01:00 (London)
Detail page last modified on 2023-03-16T15:42:03+00:00 (London)
ISBN/EAN: 9783642098048

ISBN - alternate spelling:
3-642-09804-5, 978-3-642-09804-8
Alternate spelling and related search-keywords:
Book author: gabriele, eichfelder, edgeworth, pareto
Book title: optimization methods


Information from Publisher

Author: Gabriele Eichfelder
Title: Vector Optimization; Adaptive Scalarization Methods in Multiobjective Optimization
Publisher: Springer; Springer Berlin
241 Pages
Publishing year: 2010-10-08
Berlin; Heidelberg; DE
Printed / Made in
Language: English
109,99 € (DE)

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Theoretische Informatik; Verstehen; Decision Making; Mulitobjective Optimization; Multiobjective Bilevel Optimization; Scalarization; Sensitivity; Vector Optimization; linear optimization; optimization; Theory of Computation; Operations Research and Decision Theory; Operations Research, Management Science; Discrete Mathematics in Computer Science; Unternehmensforschung; Management: Entscheidungstheorie; Mathematik für Informatiker; Diskrete Mathematik; BB; EA

Theory.- Theoretical Basics of Multiobjective Optimization.- Scalarization Approaches.- Sensitivity Results for the Scalarizations.- Numerical Methods and Results.- Adaptive Parameter Control.- Numerical Results.- Application to Intensity Modulated Radiotherapy.- Multiobjective Bilevel Optimization.- Application to Multiobjective Bilevel Optimization.

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