Differential Migration: Sensitivity Analysis and Comparison Study
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F09%3A63507844" target="_blank" >RIV/70883521:28140/09:63507844 - 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
Differential Migration: Sensitivity Analysis and Comparison Study
Original language description
The contribution treats properties of a new evolutionary algorithm - Differential Migration, and provides a comparison with other algorithms of this type. Differential Migration is tested with a standard artificial neural network benchmark and standard test functions for performance comparison. Sensitivity analysis is conducted in order to specify the optimal parameters and their influence to the algorithm performance. SOMA (Self-Organizing Migration Algorithm) and Differential Evolution are used as a reference, and the results are compared with Differential Migration.
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
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
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
2009 IEEE Congress on Evolutionary Computation
ISBN
978-1-4244-2959-2
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
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Publisher name
IEEE Operations Center
Place of publication
Piscataway
Event location
Trondheim, Norway
Event date
May 21, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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