Detail publikace
Composite Evolutionary Strategy and Differential Evolution Method for the ICSI’2022 Competition
KŮDELA, J. NEVORAL, T. HOLOUBEK, T.
Anglický název
Composite Evolutionary Strategy and Differential Evolution Method for the ICSI’2022 Competition
Typ
kapitola v knize
Jazyk
en
Originální abstrakt
In this paper, a composite method for bound constrained optimization called Composite Evolutionary Strategy and Differential Evolution (CESDE) is described. This method combines two well-performing methods from the Congress on Evolutionary Computation Competitions. Through numerical investigation on the ICSI’2022 benchmark set, the favourite scheme for combining the two methods was determined, and it was found that CESDE outperforms both of its “parental” methods on all studied instances.
Anglický abstrakt
In this paper, a composite method for bound constrained optimization called Composite Evolutionary Strategy and Differential Evolution (CESDE) is described. This method combines two well-performing methods from the Congress on Evolutionary Computation Competitions. Through numerical investigation on the ICSI’2022 benchmark set, the favourite scheme for combining the two methods was determined, and it was found that CESDE outperforms both of its “parental” methods on all studied instances.
Klíčová slova anglicky
ICSI’2022 competition; Evolutionary strategy; Differential evolution; Numerical optimization; Composite method
Vydáno
26.06.2022
Nakladatel
Springer, Cham
ISBN
978-3-031-09726-3
Kniha
Advances in Swarm Intelligence. ICSI 2022, Part II. Lecture Notes in Computer Science, vol 13345.
Strany od–do
432–439
Počet stran
8
BIBTEX
@inbook{BUT178337,
author="Jakub {Kůdela} and Tomáš {Nevoral} and Tomáš {Holoubek},
title="Composite Evolutionary Strategy and Differential Evolution Method for the ICSI’2022 Competition",
booktitle="Advances in Swarm Intelligence. ICSI 2022, Part II. Lecture Notes in Computer Science, vol 13345.",
year="2022",
month="June",
pages="432--439",
publisher="Springer, Cham",
isbn="978-3-031-09726-3"
}