Detail publikačního výsledku

Working on the Structural Components of Evolutionary Approaches

TZANETOS, A.; KŮDELA, J.

Originální název

Working on the Structural Components of Evolutionary Approaches

Anglický název

Working on the Structural Components of Evolutionary Approaches

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Several researchers have turned their attention to the structural components of Evolutionary Computation and Swarm Intelligence-oriented approaches. This direction offers various opportunities, such as developing automatic design and configuration frameworks and integrating operators and mechanisms addressing known limitations. This work lists recent operators and discusses promising mechanisms found in existing atureinspired approaches. It also discusses how these algorithmic components can be integrated into modular frameworks and how they can be assessed and benchmarked. The work aims to emphasize the importance of the research direction about nature-inspired mechanisms and operators in the Evolutionary Computation field.

Anglický abstrakt

Several researchers have turned their attention to the structural components of Evolutionary Computation and Swarm Intelligence-oriented approaches. This direction offers various opportunities, such as developing automatic design and configuration frameworks and integrating operators and mechanisms addressing known limitations. This work lists recent operators and discusses promising mechanisms found in existing atureinspired approaches. It also discusses how these algorithmic components can be integrated into modular frameworks and how they can be assessed and benchmarked. The work aims to emphasize the importance of the research direction about nature-inspired mechanisms and operators in the Evolutionary Computation field.

Klíčová slova

Evolutionary Computation; Swarm Intelligence; Nature-Inspired Intelligence; Mechanisms; Operators; Modular Algorithms.

Klíčová slova v angličtině

Evolutionary Computation; Swarm Intelligence; Nature-Inspired Intelligence; Mechanisms; Operators; Modular Algorithms.

Autoři

TZANETOS, A.; KŮDELA, J.

Rok RIV

2025

Vydáno

20.11.2024

Nakladatel

Science and Technology Publications, Lda

ISBN

978-989-758-721-4

Kniha

Proceedings of the 16th International Joint Conference on Computational Intelligence

Strany od

375

Strany do

382

Strany počet

8

URL

https://www.scitepress.org/Link.aspx?doi=10.5220/0013083400003837

Plný text v Digitální knihovně

http://hdl.handle.net/11012/250859

BibTex

@inproceedings{BUT196899,
  author="Alexandros {Tzanetos} and Jakub {Kůdela}",
  title="Working on the Structural Components of Evolutionary Approaches",
  booktitle="Proceedings of the 16th International Joint Conference on Computational Intelligence",
  year="2024",
  pages="375--382",
  publisher="Science and Technology Publications, Lda",
  doi="10.5220/0013083400003837",
  isbn="978-989-758-721-4",
  url="https://www.scitepress.org/Link.aspx?doi=10.5220/0013083400003837"
}

Dokumenty

130834