Adaptive Scalarization Methods in Multiobjective Optimization

Name: Adaptive Scalarization Methods in Multiobjective Optimization
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540791577
Price: 553.26 RON
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Autor: Gabriele Eichfelder

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern

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This book presents new adaptive solution methods for multiobjective optimization problems based on p...

Informații despre carte

Autor

Gabriele Eichfelder

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2008

Pagini

241

EAN

9783540791577

ISBN

3540791574

Enbook ID

01570168

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

1190

Dimensiuni

155 x 235 x 18

Descriere completă

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 cone in the objective space. The application of the results to many other well-known scalarization§methods is also presented. Background material of multiobjective optimization and scalarization approaches is concisely summarized at the beginning. The effectiveness of these new methods is demonstrated by test problems and a recent problem in intensity-modulated radiotherapy. The book concludes with a further application: a procedure for solving multiobjective bilevel optimization problems.

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