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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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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

URL of the conference:

http://ppsn2006.raunvis.hi.is/

URL for downloading the paper:

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
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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