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Publikační činnost
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Record type:
stať ve sborníku (D)
Home Department:
Ústav pro výzkum a aplikace fuzzy modelování (94410)
Title:
On modification of mutation strategy in differential evolution
Citace
Poláková, R. On modification of mutation strategy in differential evolution.
In:
ISCAMI 2015, Book of abstracts.
STU Bratislava, 2015. s. 34-34.
Subtitle
Publication year:
2015
Obor:
Informatika
Number of pages:
1
Page from:
34
Page to:
34
Form of publication:
Tištená verze
ISBN code:
ISSN code:
Proceedings title:
ISCAMI 2015, Book of abstracts
Proceedings:
Mezinárodní
Publisher name:
STU Bratislava
Place of publishing:
Neuveden
Country of Publication:
Sborník vydaný v zahraničí
Název konference:
ISCAMI
Místo konání konference:
Kočovce
Datum zahájení konference:
Typ akce podle státní
příslušnosti účastníků:
Evropská akce
WoS code:
EID:
Key words in English:
Differential evolution, mutation, experimental testing
Annotation in original language:
Differential evolution is well-known and simple stochastic algorithm for the global optimization. The most popular mutation strategy used in differential evolution algorithm called DE/rand/1 was proposed together with the original algorithm. A version DE/randrl/1 of the mutation was introduced in 2006. According to results published in this paper, the mutation DE/randrl/1 is more efficient. The aim of this work is to study the efficiency of these mutation strategies and compare them experimentally on CEC suites.
Annotation in english language:
References
Reference
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