Publication detail

Working on the Structural Components of Evolutionary Approaches

TZANETOS, A. KŮDELA, J.

English title

Working on the Structural Components of Evolutionary Approaches

Type

conference paper

Language

en

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 in English

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

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–to

375–382

Pages count

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"
}