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
Buchbeitrag (Sammel-, Herausgeberband)

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

Seiten
337-362

Band
null

Verlag
Springer Berlin Heidelberg

Sprache
Englisch

ISBN
9783642025372

DOI

Gesamter Text

Affiliierungen
Fachhochschule Koln; Universitat Dortmund