Computational Model Library

MGA - Minimal Genetic Algorithm (1.1.0)

Genetic algorithms try to solve a computational problem following some principles of organic evolution. This model has educational purposes; it can give us an answer to the simple arithmetic problem on how to find the highest natural number composed by a given number of digits. We approach the task using a genetic algorithm, where the candidate solutions to the problem are represented by agents, that in logo programming environment are usually known as “turtles”.

MinGA_GUI.png

Release Notes

For the purpose of demonstration, a web-app version of the model can be accessed via the following URL:
http://modelingcommons.org/browse/one_model/5742#model_tabs_browse_nlw

Associated Publications

MGA - Minimal Genetic Algorithm 1.1.0

Submitted by Cosimo Leuci Published Jan 30, 2020 Last modified Dec 05, 2024
education arithmetic genetic algorithm NetLogo

Genetic algorithms try to solve a computational problem following some principles of organic evolution. This model has educational purposes; it can give us an answer to the simple arithmetic problem on how to find the highest natural number composed by a given number of digits. We approach the task using a genetic algorithm, where the candidate solutions to the problem are represented by agents, that in logo programming environment are usually known as “turtles”.

Release Notes

For the purpose of demonstration, a web-app version of the model can be accessed via the following URL:
http://modelingcommons.org/browse/one_model/5742#model_tabs_browse_nlw

Cite this Model

Cosimo Leuci (2020, January 30). “MGA - Minimal Genetic Algorithm” (Version 1.1.0). CoMSES Computational Model Library. Retrieved from: https://doi.org/10.25937/db7w-zt41

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Contributors
Cosimo Leuci
External Repository
github.com/cleuci/Minimal-Genetic-Algorithm
DOI

10.25937/db7w-zt41

Model Version
1.1.0
License
CC-BY-NC-SA-4.0
Programming Language
NetLogo
Software Framework
NetLogo
Operating System
Operating System Independent
Publish Date
Thursday, January 30, 2020
Last Updated
Tuesday, October 24, 2023
Downloads 175
Peer Reviewed
Open Code Badge
Version Submitter First published Last modified Status
1.1.0 Cosimo Leuci Thu Jan 30 08:42:08 2020 Tue Oct 24 11:35:49 2023 Published Peer Reviewed DOI: 10.25937/db7w-zt41
1.0.0 Cosimo Leuci Tue Sep 3 07:52:29 2019 Mon Jan 20 05:46:29 2020 Published Peer Reviewed DOI: 10.25937/7kta-pf44

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