190 Open source projects that are alternatives of or similar to GA

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 very simple Genetic Algorithm implementation for matlab, easy to use, easy to modify runs fast.

A general-purpose pythonic genetic algorithm.

Tutorial on Bayesian optimization in R

Generate high-quality triangulated and polygonal art from images.

PHP Related Projects: Like simple PHP Genetic algorithm, LDAP login , Websockets and more

A metaheuristic optimization framework

DENOPTIM is a software package for de novo design and virtual screening of functional molecules of any kind.

R package for solving three-dimensional bin packing problem

Modern reimplementation in Unity of Bob's Map from AI Techniques for Game Programming

Yet another NEAT implementation

An experiment with neural network and genetic algorithms

Supported highly optimized and flexible genetic algorithm package for python

Genetic Algorithms, Mutation, Crossover, Mating, Particle Animation, Gaming, Learning, P5JS, Fun Project

智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

A Binary Genetic Traits Lexer Framework

MATLAB Tool for Multi-Objective Optimization

No description or website provided.

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

A Java library that trains neural networks with a genetic algorithm.

Usage of genetic algorithms to train a neural network in multiple OpenAI gym environments.

Learning how to implement GA and NSGA-II for job shop scheduling problem in python

In the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.

基于人工智能（遗传算法 + 贪心 max-rect 算法） 的矩形拼接算法

Implementing Genetic Algorithm on K-Means and compare with K-Means++

This project has 3 goals: To find out the best machine learning pipeline for predicting ASD cases using genetic algorithms, via the TPOT library. (Classification Problem) Compare the accuracy of the accuracy of the determined pipeline, with a standard Naive-Bayes classifier. Saving the classifier as an external file, and use this file in a Flask…

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga

This is the repository of codes written in class.

A class scheduler using adaptive-elitist genetic algorithm.

Derivative-Free Optimization Method for Global Optimization (C++)

Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D

Searching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm

Non-discriminatory profiling of Ruby code leveraging the ruby-prof gem

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

🎯 Generate DNA sequences with specified amino acid, codon, and k-mer frequencies

Combining artificial intelligence and engineering design

Project about minimizing costs in garbage collection in Montevideo, Uruguay, using Evolutionary Algorithms

sopt:A simple python optimization library

使用浅层神经网络和遗传算法训练一个可以自动驾驶小车的Demo

Modular Java framework for meta-heuristic optimization

FMI-compliant Model Estimation in Python

A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

Multi-Objective GP for Automated Repair of Java

DarkGreyBox: An open-source data-driven python building thermal model inspired by Genetic Algorithms and Machine Learning

A genetic algorithm implementation in python

A project on improving Neural Networks performance by using Genetic Algorithms.

Optimal Scheduling of Electric Vehicle Charging in Distribution Networks

Neuroevolution of Neural Network for snakes in the Browser

Solving a TSP with the CPLEX C++ API.

Mario AI Ensemble

two soldiers shooting at each other, controlled by a neural network with a genetic algorithm.

This project is a fun little demo of a genetic algorithm. A population of rockets attempt to find their way to a a target.

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

💤🖌️ AI making tiny Bitsy video games. Features an experimental generative structure inspired by GANs and Genetic Algorithms

Vehicle Routing Problem with Time Windows - Genetic Algorithm solution with Python

Community repository, to improve security and performance of Windows 10 and windows 11 with tweaks, commands, scripts, registry keys, configuration, tutorials and more

Use genetic algorithms to train flappy bird

Matlab Module for Stock Market Prediction using Simple NN