Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms
Differential Evolution (DE) is an efficient evolutionary algorithm to solve global optimization problems. In this work we compare performance of the recently proposed Asynchronous Differential Evolution with Adaptive Correlation Matrix (ADEACM) to the widely used JADE algorithm, a DE variant with ad...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2016-01-01
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| Series: | EPJ Web of Conferences |
| Online Access: | http://dx.doi.org/10.1051/epjconf/201610802048 |
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doaj-5ab6a2edcb304753aedae29cc1685cf02021-08-02T12:18:40ZengEDP SciencesEPJ Web of Conferences2100-014X2016-01-011080204810.1051/epjconf/201610802048epjconf_mmcp2016_02048Comparison of the Asynchronous Differential Evolution and JADE Minimization AlgorithmsZhabitsky MikhailDifferential Evolution (DE) is an efficient evolutionary algorithm to solve global optimization problems. In this work we compare performance of the recently proposed Asynchronous Differential Evolution with Adaptive Correlation Matrix (ADEACM) to the widely used JADE algorithm, a DE variant with adaptive control parameters.http://dx.doi.org/10.1051/epjconf/201610802048 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Zhabitsky Mikhail |
| spellingShingle |
Zhabitsky Mikhail Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms EPJ Web of Conferences |
| author_facet |
Zhabitsky Mikhail |
| author_sort |
Zhabitsky Mikhail |
| title |
Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms |
| title_short |
Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms |
| title_full |
Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms |
| title_fullStr |
Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms |
| title_full_unstemmed |
Comparison of the Asynchronous Differential Evolution and JADE Minimization Algorithms |
| title_sort |
comparison of the asynchronous differential evolution and jade minimization algorithms |
| publisher |
EDP Sciences |
| series |
EPJ Web of Conferences |
| issn |
2100-014X |
| publishDate |
2016-01-01 |
| description |
Differential Evolution (DE) is an efficient evolutionary algorithm to solve global optimization problems. In this work we compare performance of the recently proposed Asynchronous Differential Evolution with Adaptive Correlation Matrix (ADEACM) to the widely used JADE algorithm, a DE variant with adaptive control parameters. |
| url |
http://dx.doi.org/10.1051/epjconf/201610802048 |
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AT zhabitskymikhail comparisonoftheasynchronousdifferentialevolutionandjademinimizationalgorithms |
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