Adaptive Scalarization Methods in Multiobjective Optimization

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 examina...

Description complète

Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Eichfelder, Gabriele (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Édition:1st ed. 2008.
Collection:Vector Optimization,
Sujets:
Computer science.
Operations research.
Management science.
Computer science-Mathematics.
Discrete mathematics.
Theory of Computation.
Operations Research and Decision Theory.
Operations Research, Management Science .
Discrete Mathematics in Computer Science.
Accès en ligne:Texto Completo
Table des matières:
  • 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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