Top 13 evolutionary-computation open source projects

DISHTINY: A Platform for Studying Open-Ended Evolutionary Transitions in Individuality

Tiny Genetic Programming in Python

Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

A framework for gene expression programming (an evolutionary algorithm) in Python

Evolutionary algorithms library for the web 🧬

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

A pure-Swift genetic algorithm library built for composition and extensibility.

cdv.dei.uc.pt/denser/

A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report18.pdf

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

An evolutionary computation framework

Machine Learning Finite State Machine Models from Data with Genetic Algorithms