Adaptive Scalarization Methods in Multiobjective Optimization

• Κύριος συγγραφέας: Eichfelder, Gabriele (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Vector Optimization,
• Θέματα: Computer science.; Operations research.; Decision making.; Computers.; Computer science > Mathematics.; Management science.; Computer Science.; Theory of Computation.; Operation Research/Decision Theory.; Operations Research, Management Science.; Discrete Mathematics in Computer Science.

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...

Πίνακας περιεχομένων:

• 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.