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Adaptive scalarization methods in multiobjective optimization

Author: Gabriele Eichfelder
Publisher: Berlin : Springer, ©2008.
Series: Vector optimization.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book presents new adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarizations. With the help of sensitivity results an adaptive parameter control is developed so that high-quality approximations of the efficient set are generated. These examinations are based on a general scalarization approach for arbitrary partial orderings defined by a closed pointed convex  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Eichfelder, Gabriele.
Adaptive scalarization methods in multiobjective optimization.
Berlin : Springer, ©2008
(DLC) 2008924782
(OCoLC)227025718
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Gabriele Eichfelder
ISBN: 9783540791591 3540791590 9783540791577 3540791574
OCLC Number: 272306819
Description: 1 online resource (xiii, 241 pages) : illustrations.
Contents: Part I Theory: Theoretical Basics of Multiobjective Optimization --
Scalarization Approaches --
Sensitivity --
Results for the Scalarizations --
Part II Numerical Methods and Results: Adaptive Parameter Control --
Numerical Results --
Application to Intensity Modulated Radiotherapy --
Part III Multiobjective Bilevel Optimization: Application to Multiobjective Bilevel Optimization.
Series Title: Vector optimization.
Responsibility: Gabriele Eichfelder.

Abstract:

This book presents adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarization approaches. Readers will benefit from the new adaptive methods and  Read more...

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From the reviews:"This monograph on vector optimization is besides theoretical basics ... dedicated to skillful approximations of the whole efficient set. ... This monograph shows experience of the Read more...

 
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