244 Open source projects that are alternatives of or similar to opt4j

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).

Search the best feature subset for you classification mode

Tiny Genetic Programming in Python

An AI to teach Google Chrome's dinosaur to jump obstacles.

Evolutionary algorithms library for the web 🧬

Matlab Module for Stock Market Prediction using Simple NN

A framework for Big Data Optimization with multi-objective metaheuristics

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Supported highly optimized and flexible genetic algorithm package for python

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

Train PyTorch Models using the Genetic Algorithm with PyGAD

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

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

Finding an optimal Blackjack strategy using AI

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

An evolutionary computation framework

Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

MoveIt kinematics_base plugin based on particle optimization & GA

NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

Evolutionary Art Using Circles in Python

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.

The Watchmaker Framework for Evolutionary Computation

Genetic Algorithm and Particle Swarm Optimization

Jupyter/IPython notebooks about evolutionary computation.

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

Evolutionary & genetic algorithms for Julia

MATLAB Tool for Multi-Objective Optimization

A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)

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

Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D

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

Blue Brain Python Optimisation Library

Multi-Objective GP for Automated Repair of Java

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Evolution Simulator with Box2D

Generate high-quality triangulated and polygonal art from images.

The system is formed by self-propelled satellites influenced by the Sun whose objective is not to leave the domain maintaining the maximum possible speed.

基于人工智能（遗传算法 + 贪心 max-rect 算法） 的矩形拼接算法

A topology and parameter evolving universal learning network.

Solving Knapsack 0/1 problem with various Local Search algorithms like Hill Climbing, Genetic Algorithms, Simulated Annealing, Tabu Search

Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

Advanced .NET math library (.NET Standard).

Cartesian genetic programming (CGP) in pure Python.

Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)

Solver of multiobjective linear optimization problems (MOMIP, MOLP, MOIP, MOCO): generic part

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

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

Genetic algorithm for walking simulation. Online demo: https://rossning92.github.io/genetic-algorithm/

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…

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.

An Ant Colony Optimization algorithm for the Traveling Salesman Problem

An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers

Simple Genetic Programming for Symbolic Regression in Python3

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

A web application that generates timetables for university students at the University of Toronto

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

Neuroevolution of Neural Network for snakes in the Browser