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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: EC-KitY
message: 'If you use this software, please cite it as below.'
type: software
authors:
- given-names: Moshe
family-names: Sipper
email: sipper@bgu.ac.il
orcid: 'https://orcid.org/0000-0003-1811-472X'
affiliation: Ben-Gurion University
- given-names: Tomer
family-names: Halperin
email: tomerhal@post.bgu.ac.il
affiliation: Ben-Gurion University
- given-names: Itai
family-names: Tzruia
email: itaitz@post.bgu.ac.il
affiliation: Ben-Gurion University
- given-names: Achiya
family-names: Elyasaf
email: achiya@bgu.ac.il
affiliation: Ben-Gurion University
orcid: 'https://orcid.org/0000-0002-4009-5353'
identifiers:
- type: doi
value: 10.1016/j.softx.2023.101381
repository-code: 'https://github.com/EC-KitY/EC-KitY'
url: 'https://www.eckity.org/'
abstract: >-
EC-KitY is a comprehensive Python library for doing
evolutionary computation (EC), licensed under the BSD
3-Clause License, and compatible with scikit-learn.
Designed with modern software engineering and machine
learning integration in mind, EC-KitY can support all
popular EC paradigms, including genetic algorithms,
genetic programming, coevolution, evolutionary
multi-objective optimization, and more. This paper
provides an overview of the package, including the ease of
setting up an EC experiment, the architecture, the main
features, and a comparison with other libraries.
keywords:
- Evolutionary algorithms
- Evolutionary computation
- Genetic programming
- Machine learning
- Scikit-learn
license: BSD-3-Clause
preferred-citation:
authors:
- given-names: Moshe
family-names: Sipper
email: sipper@bgu.ac.il
orcid: 'https://orcid.org/0000-0003-1811-472X'
affiliation: Ben-Gurion University
- given-names: Tomer
family-names: Halperin
email: tomerhal@post.bgu.ac.il
affiliation: Ben-Gurion University
- given-names: Itai
family-names: Tzruia
email: itaitz@post.bgu.ac.il
affiliation: Ben-Gurion University
- given-names: Achiya
family-names: Elyasaf
email: achiya@bgu.ac.il
affiliation: Ben-Gurion University
orcid: 'https://orcid.org/0000-0002-4009-5353'
title: "EC-KitY: Evolutionary computation tool kit in Python with seamless machine learning integration"
type: article
year: 2023
journal: SoftwareX
volume: 22
pages: 101381
doi: 10.1016/j.softx.2023.101381