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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...

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Bibliographic Details
Main Author: Eichfelder, Gabriele
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2008, 2008
Edition:1st ed. 2008
Series:Vector Optimization
Subjects:
Operations Research, Management Science
Operations Research
Computer Science
Computer Science / Mathematics
Management Science
Discrete Mathematics In Computer Science
Discrete Mathematics
Theory Of Computation
Operations Research And Decision Theory
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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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