BBOB Benchmarking a Simple Estimation of Distribution Algorithm with Cauchy Distribution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F09%3A00157262" target="_blank" >RIV/68407700:21230/09:00157262 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
BBOB Benchmarking a Simple Estimation of Distribution Algorithm with Cauchy Distribution
Original language description
The restarted estimation of distribution algorithm (EDA) with Cauchy distribution as the probabilistic model is tested on the BBOB 2009 testbed. These tests prove that when using the Cauchy distribution and suitably chosen variance enlargment factor, thealgorithm is usable for broad range of fitness landscapes, which is not the case for EDA with Gaussian distribution which converges prematurely. The results of the algorithm are of mixed quality and its scaling is at least quadratic.
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
<a href="/en/project/GP102%2F08%2FP094" target="_blank" >GP102/08/P094: Machine learning methods for solution construction in evolutionary algorithms</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Genetic and Evolutionary Computation Conference 2009
ISBN
978-1-60558-325-9
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
ACM
Place of publication
New York
Event location
Montreal
Event date
Jul 8, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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