Cluster Restarted Differential Migration
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43872073" target="_blank" >RIV/70883521:28140/14:43872073 - isvavai.cz</a>
Result on the web
<a href="http://dlapa.cz/FOCI_proceedings_dlapa.pdf" target="_blank" >http://dlapa.cz/FOCI_proceedings_dlapa.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Cluster Restarted Differential Migration
Original language description
The paper deals with a new evolutionary algorithm ? Differential Migration, and provides comparison with other algorithms of this type. Cluster Restarted Differential Migration is examined with standard benchmark test functions for performance comparison. Standard Differential Migration and Restart Covariance Matrix Adaptation Evolution Strategy With Increasing Population Size (IPOP-CMA-ES) are used as reference and the results are compared with Cluster Restarted Differential Migration. The main featureof the algorithm is the fact that it is a generalization of SOMA (Self-Organizing Migration Algorithm) giving a general scheme incorporating both strategies of SOMA, i.e. all-to-one and all-to-all, into one general algorithm using clusters and a parameter specifying the measure of trade-off between all-to-one and all-to-all strategy. Besides this, some principles from Differential Evolution are adopted implying higher speed of search than SOMA for most of benchmarks and real-world appli
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
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 2014 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence, SSCI 2014
ISBN
978-1-4799-4492-7
ISSN
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e-ISSN
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Number of pages
9
Pages from-to
151-159
Publisher name
IEEE
Place of publication
New Jersey, Piscataway
Event location
Orlando
Event date
Dec 9, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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