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Adaptive Scalarization Methods in Multiobjective Optimization

Name: Adaptive Scalarization Methods in Multiobjective Optimization
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01570168
Price: 108.22 EUR
Availability: InStock
Author: Gabriele Eichfelder
ISBN: 9783540791577

Gabriele Eichfelder

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 01570168

Editoras Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, junho 2008

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

Código Libristo: 01570168

263 b

108.22 €

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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.