Publication result detail

Working on the Structural Components of Evolutionary Approaches

TZANETOS, A.; KŮDELA, J.

Original Title

Working on the Structural Components of Evolutionary Approaches

English Title

Working on the Structural Components of Evolutionary Approaches

Type

Paper in proceedings (conference paper)

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

TZANETOS, A.; KŮDELA, J.

RIV year

2025

Released

20.11.2024

Publisher

Science and Technology Publications, Lda

ISBN

978-989-758-721-4

Book

Proceedings of the 16th International Joint Conference on Computational Intelligence

Pages from

375

Pages to

382

Pages count

8

URL

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

Full text in the Digital Library

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"
}

Documents

130834