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The Top 272 Metaheuristics Open Source Projects

Categories > Software Performance > Metaheuristics
Optaplanner ⭐ 2,653
AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
dependent packages 14total releases 182most recent commit 8 hours ago
Pyswarms ⭐ 935
A research toolkit for particle swarm optimization in Python
dependent packages 6total releases 20most recent commit 2 days agopypi pyswarms} Downloads
Gradient Free Optimizers ⭐ 881
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 2total releases 36most recent commit 17 days agopypi gradient-free-optimizers} Downloads
Jenetics ⭐ 727
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 19most recent commit 12 days ago
Eaopt ⭐ 721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
dependent packages 2total releases 3most recent commit a year ago
Pagmo2 ⭐ 641
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 4total releases 24most recent commit 2 months ago
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 3 years ago
Opytimizer ⭐ 517
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
total releases 19most recent commit a month ago
Jmetal ⭐ 407
jMetal: a framework for multi-objective optimization with metaheuristics
dependent packages 6total releases 21most recent commit 5 days ago
Hyperactive ⭐ 397
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 3total releases 66most recent commit a month agopypi hyperactive} Downloads
Jmetalpy ⭐ 305
A framework for single/multi-objective optimization with metaheuristics
dependent packages 2total releases 11most recent commit 4 months agopypi jmetalpy} Downloads
Pygmo2 ⭐ 222
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 16total releases 22most recent commit 2 months agopypi pygmo} Downloads
Optapy ⭐ 163
OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
total releases 9most recent commit 9 hours ago
Alns ⭐ 135
Adaptive large neighbourhood search in Python.
dependent packages 1total releases 29most recent commit 10 days agopypi alns} Downloads
Metaheuristics.jl ⭐ 112
High performance metaheuristics for optimization purely coded in Julia.
most recent commit 9 days ago
Biteopt ⭐ 86
Derivative-Free Optimization Method for Global Optimization (C++)
most recent commit 14 days ago
Acopy ⭐ 84
A Python implementation of the Ant Colony Optimization Meta-Heuristic
dependent packages 1total releases 6most recent commit 2 months agopypi acopy} Downloads
Paradiseo ⭐ 61
A C++ evolutionary computation framework to build parallel stochastic optimization solvers
most recent commit 2 months ago
Hive ⭐ 59
Artificial Bee Colony Algorithm in Python.
most recent commit a year ago
Optframe ⭐ 40
OptFrame - Optimization Framework
most recent commit 6 months ago
Jmetaldocumentation ⭐ 39
jMetal user manual
most recent commit 3 years ago
Jmetalcpp ⭐ 38
A C++ version of jMetal, a Java framework aimed at multi-objective optimization with metaheuristics.
most recent commit 2 years ago
Moe ⭐ 34
Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms
most recent commit 4 years ago
Stock Market Prediction Using Neural Networks And Genetic Algorithm ⭐ 33
Matlab Module for Stock Market Prediction using Simple NN
most recent commit 4 years ago
Heurisko ⭐ 30
Continuous and combinatorial optimization with metaheuristics.
most recent commit 11 days ago
Ecr2 ⭐ 29
ecr: Evolutionary Computation in R (version 2)
dependent packages 1total releases 4most recent commit a year ago
Optimal ⭐ 27
A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.
most recent commit a year ago
Harris Hawks Optimization Algorithm And Applications ⭐ 25
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/ In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
most recent commit 18 days ago
Dnn_opt ⭐ 24
dnn_opt is a machine learning library to perform optimization and neural network training by using meta-heuristics with multi-core and GPU support
most recent commit a year ago
Swap ⭐ 24
A Solver for the Wavelength Assignment Problem (RWA) in WDM networks
most recent commit 4 years ago
Opt4j ⭐ 23
Modular Java framework for meta-heuristic optimization
most recent commit 20 days ago
Ypea ⭐ 23
Yarpiz Evolutionary Algorithms Toolbox for MATLAB
most recent commit 2 years ago
Metaheuristics ⭐ 21
Implementation of a group of metaheuristics in C#
most recent commit a year ago
Geneticsjs ⭐ 21
Evolutionary algorithms library for the web 🧬
most recent commit 2 years ago
James ⭐ 19
A JAva MEtaheuristics Search framework
total releases 5most recent commit 5 years ago
Coa ⭐ 19
A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
most recent commit 10 months ago
Rmoo ⭐ 18
An R package for multi/many-objective optimization with non-dominated genetic algorithms' family
total releases 3most recent commit 7 months ago
Genalgo.js ⭐ 17
Genetic and evolutionary algorithms in Javascript.
most recent commit 2 years ago
Filo ⭐ 16
A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.
most recent commit 9 months ago
Opfunu ⭐ 16
A collection of Benchmark functions for numerical optimization problems. Framework of OPtimization FUnction in NUmpy (opfunu)
dependent packages 1total releases 22most recent commit a year agopypi opfunu} Downloads
Chips N Salsa ⭐ 16
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
most recent commit 3 days ago
Mhlib.jl ⭐ 16
MHLib.jl - A Toolbox for Metaheuristics and Hybrid Optimization Methods in Julia
most recent commit 5 months ago
Antcolonyoptimization Tsp ⭐ 16
An Ant Colony Optimization algorithm for the Traveling Salesman Problem
most recent commit 3 years ago
Adaptive Large Neighbourhood Search ⭐ 15
ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.
most recent commit 3 years ago
Metaheuristics ⭐ 15
Metaheuristic algorithms for Clojure
most recent commit 12 years ago
Msearch ⭐ 15
A C# Library to aid programming for meta-heuristics
most recent commit 4 years ago
Ascension ⭐ 15
A metaheuristic optimization framework
most recent commit 3 years ago
Qbso Fs ⭐ 15
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
most recent commit 2 years ago
Printemps ⭐ 14
C++ metaheuristics modeler/solver for general integer optimization problems
most recent commit 3 months ago
Eacirc ⭐ 13
Automatic problem solver based on circuit-like representation and genetic programming
most recent commit 4 years ago
Pymhlib ⭐ 13
pymhlib - A Toolbox for Metaheuristics and Hybrid Optimization Methods
most recent commit 9 months ago
Pypop ⭐ 13
PyPop7: A Pure-PYthon library of POPulation-based OPtimization for continuous black-box problems.
most recent commit 11 hours ago
Metaheuristic Training Networks ⭐ 12
An implementation of various metaheuristics adapted to train neural networks
most recent commit 7 months ago
Two Step Feature Enhancement ⭐ 11
Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science
most recent commit 4 months ago
Rmoo ⭐ 11
An R package for multi/many-objective optimization with non-dominated genetic algorithms' family
most recent commit a year ago
Formigueiro ⭐ 11
A python Framework for Simple Ant Colony Optimization Algorithms
most recent commit 2 years ago
Freelunch ⭐ 11
Meta-heuristic optimisation suite for python
most recent commit 4 months ago
Spawning Pool ⭐ 11
A framework for genetic algorithms in Scala
most recent commit 12 days ago
Mmkp_heuristics ⭐ 10
Various implementations of population based metaheuristics to solve hard multiple-choice multidimensional knapsack problems.
most recent commit 7 years ago
Swim ⭐ 10
Synthesis with Metaheuristics - Genetic Programming in Scala
most recent commit 3 years ago
Amazing Collection Vehicle Routing Problem ⭐ 10
Amazing Collection Vehicle Routing Problem
most recent commit 3 years ago
Simulated Annealing For Tsp ⭐ 9
This code is to solve traveling salesman problem by using simulated annealing meta heuristic.
total releases 3most recent commit 4 years ago
References ⭐ 9
Repository of shared bibtex files (references)
most recent commit 3 days ago
Differential Evolution ⭐ 9
A multi-processing, highly configurable, C++ Differential Evolution optimization algorithm implementation
most recent commit 2 years ago
Wrapper Feature Selection Toolbox ⭐ 9
This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.
most recent commit a year ago
Tsp_3opt_2opt ⭐ 8
Travelling salesman problem with 3opt move and 2opt perturbation
most recent commit 3 years ago
Customhys ⭐ 8
Customising optimisation metaheuristics via hyper-heuristic search (CUSTOMHyS). This framework provides tools for solving, but not limited to, continuous optimisation problems using a hyper-heuristic approach for customising metaheuristics. Such an approach is powered by a strategy based on Simulated Annealing. Also, several search operators serve as building blocks for tailoring metaheuristics. They were extracted from ten well-known metaheuristics in the literature.
most recent commit 2 months ago
Optmarket Bittrex ⭐ 8
OptMarket is a c++ framework initially designed for interacting with Bittrex crypto-currency exchange API.
most recent commit 5 years ago
Tsppddl ⭐ 8
Exact and heuristic methods for the TSP with Pickup, Deliveries, and Draught Limits
most recent commit 6 years ago
Multidimensional_knapsack_problem ⭐ 8
A repository made to host something like a tiny framework to apply heuristics and metaheuristics to the multidimensional knapsack problem for a college exercise.
most recent commit 7 years ago
Seage ⭐ 8
SEAGE (Search Agents) is a hyper-heuristic framework for metaheuristic collaboration.
most recent commit 3 months ago
Lahc ⭐ 8
Implementation of Late Acceptance Hill Climbing (lahc) algorithm
most recent commit 4 years ago
Jssp Solver ⭐ 7
Job Shop Scheduling Problem Solver
most recent commit 3 years ago
Nlns_vnd.jl ⭐ 7
NLNS+VND Metaheuristic Algorithm for solving Combinatorial Optimization Problems
most recent commit 5 years ago
Metaheuristics ⭐ 7
Comparison of metaheuristics for the characteristic selection problem.
most recent commit 6 years ago
Metaheuristics Template Library ⭐ 7
Metaheuristic Library / supporting Generic Algorithm, Neural Network, and Simulated Annealing.
most recent commit 6 years ago
Duelist Algorithm Python ⭐ 7
A Python implementation of the paper "Duelist Algorithm: An Algorithm Inspired by How Duelist Improve Their Capabilities in a Duel" https://arxiv.org/abs/1512.00708
most recent commit 6 days ago
Swarm_algorithms ⭐ 7
Implementation of different swarm intelligence algorithms
most recent commit 10 months ago
Sequoya ⭐ 7
Solving Multiple Sequence Alignment (MSA) problems with multi-objective metaheuristics
most recent commit 2 years ago
Metaheuristics Nature Rs ⭐ 7
A collection of nature-inspired metaheuristic algorithms.
most recent commit 10 hours ago
Code_otwo_elm ⭐ 6
(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization
most recent commit a year ago
Metanalyze ⭐ 6
Repositorio con el Trabajo Final de Grado de Pedro Manuel Ramos Rodríguez sobre una aplicación para la validación estadística de metaheurísticas utilizadas para la optimización multi-objetivo
most recent commit 3 years ago
Slime Mould Algorithm A New Method For Stochastic Optimization ⭐ 6
In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based upon the oscillation mode of slime mould in nature. The proposed SMA has several new features with a unique mathematical model that uses adaptive weights to simulate the process of producing positive and negative feedback of the propagation wave of slime mould based on bio-oscillator to form the optimal path for connecting food with excellent exploratory ability and exploitation propensity.
most recent commit 2 years ago
Summary ⭐ 6
Summary of my Repositories with Hyperlinks. Lessons and Colab Demos are also included.
most recent commit 11 days ago
Metaheuristics Comparison ⭐ 6
Comparison of the solutions of different meta-heuristic algorithms to a simple problem
most recent commit 4 years ago
Cobra ⭐ 6
A set of reusable components for fast prototyping CVRP heuristic solution approaches.
most recent commit a year ago
Genemo ⭐ 6
Simple to use genetic algorithm library
most recent commit 2 years ago
Ucspy Engine ⭐ 6
An extensible framework for solving the University Course Scheduling Problem. 🐍
most recent commit 4 months ago
Decision Trees ⭐ 6
Simple greedy algorithm (CART limited to a fixed depth) for decision tree construction. Used for the course INF2980 (Metaheuristics) in PUC-Rio.
most recent commit 4 months ago
Inveniemus.js ⭐ 6
A search and optimization library, focusing on metaheuristics.
most recent commit 3 years ago
Hybrid Alns ⭐ 5
Hybrid ALNS for solving flat-landscape optimisation problems.
most recent commit 5 years ago
Hptuning ⭐ 5
Machine Learning Hyper-parameter Tuning processes
most recent commit a year ago
Jostar ⭐ 5
Feature Selection Library for Data Sciences in Python
most recent commit 3 months ago
Jobshopscheduling ⭐ 5
Job Shop Scheduling metaheuristics
most recent commit 3 years ago
Metslib ⭐ 5
An Open Source Tabu Search Metaheuristic framework in C++
most recent commit 2 years ago
Bilevelheuristics.jl ⭐ 5
Metaheuristics for solving bilevel optimization problems.
most recent commit 3 months ago
Pareto Optimal Student Supervisor Allocation ⭐ 5
🎓An AI tool to assist universities with optimal allocation of students to supervisors for their dissertations. Devised a multi-objective genetic algorithm for the task.
most recent commit 2 years ago
Research Socioinspiredalgorithms ⭐ 5
Research and statistic study on some Socioinspired Algorithms for my bachelor's thesis.
most recent commit 3 years ago
Odbft ⭐ 5
Optimized Delegated Byzantine Fault Tolerance
most recent commit 4 years ago
Paradocks ⭐ 5
Framework for molecular docking with population-based metaheuristics
most recent commit 7 years ago
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