The sequential parameter optimization toolbox
Bartz-Beielstein T., Lasarczyk C., Preuss M.
Zusammenfassung
The sequential parameter optimization toolbox (SPOT) is one possible implementation of the SPO framework introduced in Chap. 2. It has been successfully applied to numerous heuristics for practical and theoretical optimization problems. We describe the mechanics and interfaces employed by SPOT to enable users to plug in their own algorithms. Furthermore, two case studies are presented to demonstrate how SPOT can be applied in practice, followed by a discussion of alternative metamodels to be plugged into it.We conclude with some general guidelines. © 2010 Springer-Verlag Berlin Heidelberg.
Publikationstyp
Forschungsartikel (Buchbeitrag)
Begutachtet
Ja
Publikationsstatus
Veröffentlicht
Jahr
2010
Buchtitel
Experimental Methods for the Analysis of Optimization Algorithms
Herausgeber
Bartz-Beielstein T., Thomas Bartz-Beielstein, Chiarandini M., Paquete L., Preuss M.
Erste Seite
337
Letzte Seite
362
Band
null
Verlag
Springer Berlin Heidelberg
Sprache
Englisch
ISBN
9783642025372
DOI
Gesamter Text