Comparing boundary control methods for firefly algorithm

Kadavý, Tomáš; Pluháček, Michal; Viktorin, Adam; Šenkeřík, Roman

Název:

Autor:

Kadavý, Tomáš; Pluháček, Michal; Viktorin, Adam; Šenkeřík, Roman

Typ dokumentu:

Článek ve sborníku (English)

Zdrojový dok.:

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2018, vol. 10835 LNCS, p. 163-173

ISSN:

0302-9743 (Sherpa/RoMEO, JCR)

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ISBN:

978-3-319-91640-8

DOI:

https://doi.org/10.1007/978-3-319-91641-5_14

Abstrakt:

This paper compares four different methods for handling the roaming behavior of fireflies in the firefly algorithm. The problems of boundary constrained optimization forces the algorithm to actively keep the fireflies inside the feasible area of possible solutions. The recent CEC’17 benchmark suite is used for the performance comparison of the methods and the results are compared and tested for statistical significance. © 2018, Springer International Publishing AG, part of Springer Nature.

Plný text:

https://link.springer.com/chapter/10.1007/978-3-319-91641-5_14

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Citace článku v konferenčním sborníku:
KADAVÝ, Tomáš, Michal PLUHÁČEK, Adam VIKTORIN a Roman ŠENKEŘÍK. Comparing boundary control methods for firefly algorithm. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) [online]. Paris: Springer Verlag, 2018, s. 163-173. [cit. 2024-11-21]. ISSN 0302-9743. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-319-91641-5_14.

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