Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00171027" target="_blank" >RIV/68407700:21230/10:00171027 - isvavai.cz</a>
Result on the web
<a href="http://portal.acm.org/citation.cfm?id=1830790" target="_blank" >http://portal.acm.org/citation.cfm?id=1830790</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/1830761.1830790" target="_blank" >10.1145/1830761.1830790</a>
Alternative languages
Result language
angličtina
Original language name
Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009
Original language description
This paper presents results of the BBOB 2009 benchmarking of 31 search algorithms on 24 noiseless functions in a black box optimization scenario in continuous domain. The runtime of the algorithms, measured in number of function evaluations, is investigated and a connection between a single convergence graph and the runtime distribution is uncovered. Performance is investigated for different dimensions up to 40 D, for different target precision values, and in different subgroups of functions. Searchingin larger dimension and multi modal functions appears to be more difficult. The choice of the best algorithm also depends remarkably on the available budget of function evaluations.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 12th annual conference comp on Genetic and evolutionary computation
ISBN
978-1-4503-0073-5
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
1689-1696
Publisher name
ACM
Place of publication
New York
Event location
Portland, Oregon
Event date
Jul 7, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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