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Record type:	stať ve sborníku (D)
Home Department:	Katedra informatiky a počítačů (31400)
Title:	Migration Model of jSO Algorithm
Citace	Bujok, P. a Poláková, R. Migration Model of jSO Algorithm. In: IEEE IWSSIP2018: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP) 2018-06-20 Maribor. IEEE, 2018. ISBN 978-1-5386-6979-2.

Subtitle
Publication year:	2018
Obor:
Number of pages:	5
Page from:	neuvedeno
Page to:	neuvedeno
Form of publication:	Paměťový nosič
ISBN code:	978-1-5386-6979-2
ISSN code:	2157-8672
Proceedings title:	2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP)
Proceedings:
Publisher name:	IEEE
Place of publishing:	neuvedeno
Country of Publication:
Název konference:	IEEE IWSSIP2018
Místo konání konference:	Maribor
Datum zahájení konference:
Typ akce podle státní příslušnosti účastníků:	Celosvětová akce
WoS code:	000451277200051
EID:

Key words in English:	migration; parallelism; differential evolution;jSO; experimental comparison; real-world problems
Annotation in original language:	Differential evolution (DE) algorithm is widely usedoptimization method. A population of popular adaptive DE variant (jSO) is distributed to several sub-populations to increase its efficiency. Three crucial control parameters of proposed migration model (mSO) are experimentally studied. Real-worldproblems of CEC 2011 are used as a benchmark to show the efficiency of mSO versions in solving the real problems compared to original jSO. Presented results show good performance of proper settings of mSO especially in case of limited time. Higher performance of pSO is achieved rather for lower or middle values of the migration control parameters.
Annotation in english language:

References

Reference

R01:	RIV/61988987:17310/18:A1901U2N

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