Detail publikace

Working on the Structural Components of Evolutionary Approaches

TZANETOS, A. KŮDELA, J.

Anglický název

Working on the Structural Components of Evolutionary Approaches

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

en

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 anglicky

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

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–do

375–382

Počet stran

8

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",
  month="November",
  pages="375--382",
  publisher="Science and Technology Publications, Lda",
  isbn="978-989-758-721-4"
}