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A lightweight SHADE-based algorithm for global optimization - liteSHADE

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Title: A lightweight SHADE-based algorithm for global optimization - liteSHADE
Author: Viktorin, Adam; Šenkeřík, Roman; Pluháček, Michal; Kadavý, Tomáš; Jašek, Roman
Document type: Conference paper (English)
Source document: Lecture Notes in Electrical Engineering. 2020, vol. 554, p. 197-206
ISSN: 1876-1100 (Sherpa/RoMEO, JCR)
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ISBN: 978-3-03-014906-2
DOI: https://doi.org/10.1007/978-3-030-14907-9_20
Abstract: In this paper, a novel lightweight version of the Successful-History based Adaptive Differential Evolution (SHADE) is presented as the first step towards a simple, user-friendly, metaheuristic algorithm for global optimization. This simplified algorithm is called liteSHADE and is compared to the original SHADE on the CEC2015 benchmark set in three dimensional settings – 10D, 30D and 50D. The results support the idea, that simplification may lead to a successful and understandable algorithm with competitive or even better performance. © Springer Nature Switzerland AG 2020.
Full text: https://link.springer.com/chapter/10.1007/978-3-030-14907-9_20
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ČSN ISO 690:2011 citation

Citace článku v konferenčním sborníku:
VIKTORIN, Adam, Roman ŠENKEŘÍK, Michal PLUHÁČEK, Tomáš KADAVÝ a Roman JAŠEK. A lightweight SHADE-based algorithm for global optimization - liteSHADE. In: Lecture Notes in Electrical Engineering [online]. Ostrava: Springer Verlag, 2020, s. 197-206. [cit. 2024-11-25]. ISSN 1876-1100. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-030-14907-9_20.

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