On the Locality of Grammatical Evolution


Rothlauf, Franz ; Oetzel, Marie


[img]
Preview
PDF
ww_11_2005.pdf - Published

Download (137kB)

URL: https://ub-madoc.bib.uni-mannheim.de/1255
URN: urn:nbn:de:bsz:180-madoc-12554
Document Type: Working paper
Year of publication: 2005
Publication language: English
Institution: Business School > Sonstige - Fakultät für Betriebswirtschaftslehre
MADOC publication series: Area Information Systems and Institute for Enterprise Systems > Working Papers Lehrstuhl für ABWL und Wirtschaftsinformatik (Heinzl) (bis 2011)
Subject: 004 Computer science, internet
Subject headings (SWD): Genetische Programmierung , Evolutionärer Algorithmus
Abstract: It is well known that using high-locality representations is important for efficient evolutionary search. This paper investigates the locality of the genotype-phenotype mapping (representation) used in grammatical evolution (GE). The results show that the representation used in GE has problems with locality as many neighboring genotypes do not correspond to neighboring phenotypes. Experiments with a simple local search strategy reveal that the GE representation leads to lower performance for mutationbased search approaches in comparison to standard GP representations. The results suggest that locality issues should be considered for further development of the representation used in GE.
Additional information:

Das Dokument wird vom Publikationsserver der Universitätsbibliothek Mannheim bereitgestellt.




+ Citation Example and Export

Rothlauf, Franz ; Oetzel, Marie (2005) On the Locality of Grammatical Evolution. Open Access [Working paper]
[img]
Preview


+ Search Authors in

+ Download Statistics

Downloads per month over past year

View more statistics



You have found an error? Please let us know about your desired correction here: E-Mail


Actions (login required)

Show item Show item