An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F19%3APU134164" target="_blank" >RIV/00216305:26230/19:PU134164 - isvavai.cz</a>
Result on the web
<a href="https://dl.acm.org/citation.cfm?doid=3319619.3321910" target="_blank" >https://dl.acm.org/citation.cfm?doid=3319619.3321910</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/3319619.3321910" target="_blank" >10.1145/3319619.3321910</a>
Alternative languages
Result language
angličtina
Original language name
An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration
Original language description
The copula-based EDA algorithms nowadays represent a promising technique for problem optimization in the continuous domain. This paper provides a detailed analysis on how six key parameters of the parallel copula-based EDA with model migration (mCEDA) influence the quality of optimization. In order to improve the performance of that kind of algorithm the most suitable setting of these control parameters is evaluated on the well known CEC 2013 benchmark using inferential statistics.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion
ISBN
978-1-4503-6748-6
ISSN
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e-ISSN
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Number of pages
2
Pages from-to
259-260
Publisher name
Association for Computing Machinery
Place of publication
Praha
Event location
Praha
Event date
Jul 13, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000538328100130