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Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop

Author, Editor
Author(s):
Doerr, Benjamin
Hebbinghaus, Nils
Neumann, Frank
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Editor(s):
Runarsson, Thomas Ph.
Beyer, Hans G.
Burke, Edmund
Merelo-Guervós, Juan J.
Whitley, L. Darrell
Yao, Xin
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dblp
dblp
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Not MPII Editor(s):
Runarsson, Thomas Ph.
Beyer, Hans G.
Burke, Edmund
Merelo-Guervós, Juan J.
Whitley, L. Darrell
Yao, Xin
BibTeX cite key*:
Hebbinghaus2006
Title, Booktitle
Title*:
Speeding Up Evolutionary Algorithms Through Restricted Mutation Operators
Booktitle*:
Parallel Problem Solving from Nature - PPSN IX, 9th International Conference
Event, URLs
Conference URL::
http://ppsn2006.raunvis.hi.is/
Downloading URL:
http://www.springerlink.com/content/p8292hu8357k2737/fulltext.pdf
Event Address*:
Reykjavik, Iceland
Language:
English
Event Date*
(no longer used):
Organization:
Springer-Verlag GmbH
Event Start Date:
9 September 2006
Event End Date:
13 September 2006
Publisher
Name*:
Springer
URL:
http://www.springer.de/
Address*:
Berlin, Germany
Type:
Vol, No, Year, pp.
Series:
Lecture Notes in Computer Science
Volume:
4193
Number:
Month:
October
Pages:
978-987
Year*:
2006
VG Wort Pages:
20
ISBN/ISSN:
978-3-540-38990-3
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
We investigate the effect of restricting the mutation operator in evolutionary algorithms with respect to the runtime behavior. For the Eulerian cycle problem; we present runtime bounds on evolutionary algorithms with a restricted operator that are much smaller than the best upper bounds for the general case. It turns out that a plateau that both algorithms have to cope with is left faster by the new algorithm. In addition, we present a lower bound for the unrestricted algorithm which shows that the restricted operator speeds up computation by at least a linear factor.
URL for the Abstract:
http://www.springerlink.com/content/p8292hu8357k2737/
Keywords:
Evolutionary Algorithm, (1+1)-EA, Eulerian Cycle, Random Walk
Download
Access Level:
Internal

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Algorithms and Complexity Group
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{Hebbinghaus2006,
AUTHOR = {Doerr, Benjamin and Hebbinghaus, Nils and Neumann, Frank},
EDITOR = {Runarsson, Thomas Ph. and Beyer, Hans G. and Burke, Edmund and Merelo-Guerv{\"o}s, Juan J. and Whitley, L. Darrell and Yao, Xin},
TITLE = {Speeding Up Evolutionary Algorithms Through Restricted Mutation Operators},
BOOKTITLE = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference},
PUBLISHER = {Springer},
YEAR = {2006},
ORGANIZATION = {Springer-Verlag GmbH},
VOLUME = {4193},
PAGES = {978--987},
SERIES = {Lecture Notes in Computer Science},
ADDRESS = {Reykjavik, Iceland},
MONTH = {October},
ISBN = {978-3-540-38990-3},
}


Entry last modified by Uwe Brahm, 07/07/2007
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
Nils Hebbinghaus
Created
01/05/2007 06:25:47 PM
Revisions
4.
3.
2.
1.
0.
Editor(s)
Uwe Brahm
Uwe Brahm
Christine Kiesel
Christine Kiesel
Christine Kiesel
Edit Dates
07/07/2007 00:44:53
2007-04-26 18:53:56
06.02.2007 14:58:40
06.02.2007 14:57:26
01/05/2007 06:25:47 PM