Working on the Structural Components of Evolutionary Approaches

Alexandros Tzanetos, Jakub Kůdela

2024

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 nature-inspired 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.

Paper Citation

in Harvard Style

Tzanetos A. and Kůdela J. (2024). Working on the Structural Components of Evolutionary Approaches. In Proceedings of the 16th International Joint Conference on Computational Intelligence - Volume 1: ECTA; ISBN 978-989-758-721-4, SciTePress, pages 375-382. DOI: 10.5220/0013083400003837

in Bibtex Style

@conference{ecta24,
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 - Volume 1: ECTA},
year={2024},
pages={375-382},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013083400003837},
isbn={978-989-758-721-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Joint Conference on Computational Intelligence - Volume 1: ECTA
TI - Working on the Structural Components of Evolutionary Approaches
SN - 978-989-758-721-4
AU - Tzanetos A.
AU - Kůdela J.
PY - 2024
SP - 375
EP - 382
DO - 10.5220/0013083400003837
PB - SciTePress