Genetic and Evolutionary Algorithm Toolkit for Python

GEAT is a collection of evolutionary algorithms written in Python.

Setup Environment

conda create --name <env> --file requirements.txt

Algorithms

• Genetic Algorithm
• Multi-Objective Genetic Algorithm with Pareto Ranking
• Particle Swarm Optimization

References

• Clerc, M. (2012). "Standard Particle Swarm Optimisation" (PDF). HAL Open Access Archive
• Obayashi, S., Takahashi, S., & Takeguchi, Y. (1998, September). Niching and elitist models for mogas. In International Conference on Parallel Problem Solving from Nature (pp. 260-269). Springer, Berlin, Heidelberg.