Top metaheuristics open source projects

Optaplanner

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

VRPTW

Solving VRPTW with metaheuristics

✭ 27

Jupyter Notebook python vehicle-routing-problem local-search time-windows metaheuristics iterated-local-search vrptw guided-local-search

adaptive-large-neighbourhood-search

ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.

✭ 28

C++heuristics operations-research operational-research adaptive-large-neighbourhood-search metaheuristics alns

qbso-fs

Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.

✭ 47

Jupyter Notebook python reinforcement-learning q-learning feature-selection metaheuristics swarm-intelligence bee-swarm-optimization bso

GeneticsJS

Evolutionary algorithms library for the web 🧬

✭ 25

typescript algorithms genetic-algorithm evolutionary-algorithms evolutionary-computation genetic metaheuristics

Hive

Artificial Bee Colony Algorithm in Python.

✭ 70

python metaheuristics stochastic-optimization artificial-bee-colony

pymhlib

pymhlib - A Toolbox for Metaheuristics and Hybrid Optimization Methods

✭ 20

Jupyter Notebook python julia optimization-algorithm-library metaheuristics discrete-optimization metaheuristic-framework

rmoo

An R package for multi/many-objective optimization with non-dominated genetic algorithms' family

✭ 18

r optimization pareto-front multiobjective-optimization metaheuristics nsga2 multiobjective nsga3 nsga

Ascension

A metaheuristic optimization framework

✭ 24

pascal lazarus optimization genetic-algorithm freepascal genetic-algorithm-framework local-search simulated-annealing optimization-methods optimization-algorithms tabu-search metaheuristics metaheuristic-framework

metaheuristic-training-networks

An implementation of various metaheuristics adapted to train neural networks

✭ 16

python shell Gnuplot r neural-networks differential-evolution genetic-algorithms feedforward metaheuristics backpropogation particle-swam-optimization bat-algorithm pso-nn ga-nn ba-nn de-nn

optapy

OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.

✭ 167

python java javascript artificial-intelligence np-hard np-complete vehicle-routing-problem local-search simulated-annealing tabu-search metaheuristics employee-rostering task-assignment traveling-salesman-problem mathematical-optimization

swap

A Solver for the Wavelength Assignment Problem (RWA) in WDM networks

biteopt

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

Harris-Hawks-Optimization-Algorithm-and-Applications

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).

✭ 31

matlab computer-science engineering optimization modeling artificial-intelligence evolutionary-algorithms evolutionary-computation optimization-algorithms evolutionary-strategy computational-intelligence metaheuristics swarm-intelligence algorithms-and-data-structures

paradiseo

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

✭ 73

C++HTML CMake python c shell algorithm framework optimization parallelization evolutionary-algorithm solvers optimization-algorithms metaheuristics search-heuristics paradiseo

Top 15 metaheuristics open source projects