Covering Pareto Sets by Multilevel Evolutionary Subdivision Techniques

Beitrag bei einer Tagung


Details zur Publikation

Autorinnen und Autoren: Dellnitz M, Mostaghim S, Schütze O, Teich J
Titel Sammelwerk: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Verlag: Springer-verlag
Jahr der Veröffentlichung: 2003
Titel der Reihe: Covering Pareto Sets by Multilevel
Tagungsband: Proceedings of the Second International Conference on Evolutionary Multi-Criterion Optimization (EMO)
Seitenbereich: 118-132
ISSN: 0302-9743


Abstract


We present new hierarchical set oriented methods for the numerical solution of multi-objective optimization problems. These methods are based on a generation of collections of subdomains (boxes) in parameter space which cover the entire set of Pareto points. In the course of the subdivision procedure these coverings get tighter until a desired granularity of the covering is reached. For the evaluation of these boxes we make use of evolutionary algorithms. We propose two particular strategies and discuss combinations of those which lead to a better algorithmic performance. Finally we illustrate the efficiency of our methods by several examples. © Springer-Verlag Berlin Heidelberg 2003.



FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Teich, Jürgen Prof. Dr.-Ing.
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)


Einrichtungen weiterer Autorinnen und Autoren

Universität Paderborn


Zitierweisen

APA:
Dellnitz, M., Mostaghim, S., Schütze, O., & Teich, J. (2003). Covering Pareto Sets by Multilevel Evolutionary Subdivision Techniques. In Proceedings of the Second International Conference on Evolutionary Multi-Criterion Optimization (EMO) (pp. 118-132). Faro, PT: Springer-verlag.

MLA:
Dellnitz, Michael, et al. "Covering Pareto Sets by Multilevel Evolutionary Subdivision Techniques." Proceedings of the Second International Conference on Evolutionary Multi-Criterion Optimization (EMO),, Faro Springer-verlag, 2003. 118-132.

BibTeX: 

Zuletzt aktualisiert 2018-09-08 um 21:53