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The Top 23 Optimization Metaheuristics Open Source Projects

Open source projects categorized as Optimization Metaheuristics
Categories > Software Performance > Metaheuristics
Categories > Software Performance > Optimization
Incubator Kie Optaplanner ⭐ 3,241
AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
total releases 142most recent commit a month ago
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 6 months agopypi pyswarms} Downloads
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24most recent commit 4 months ago
Pagmo2 ⭐ 759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 5total releases 24most recent commit 4 months ago
Eaopt ⭐ 721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
dependent packages 1total releases 5most recent commit 3 years ago
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59most recent commit 3 months agopypi mealpy} Downloads
Opytimizer ⭐ 584
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
total releases 20most recent commit 4 months ago
Timefold Solver ⭐ 556
The open source AI solver. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems
dependent packages 1total releases 11most recent commit 3 months ago
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years ago
Jmetal ⭐ 484
jMetal: a framework for multi-objective optimization with metaheuristics
dependent packages 7total releases 24most recent commit 3 months ago
Jmetalpy ⭐ 457
A framework for single/multi-objective optimization with metaheuristics
dependent packages 4total releases 12most recent commit 3 months agopypi jmetalpy} Downloads
Evolopy ⭐ 331
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
most recent commit a year ago
Pygmo2 ⭐ 329
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 23total releases 25most recent commit 10 months agopypi pygmo} Downloads
Metaheuristics.jl ⭐ 231
High-performance metaheuristics for optimization coded purely in Julia.
most recent commit 3 months ago
Pypop ⭐ 148
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
total releases 76most recent commit 3 months ago
Biteopt ⭐ 118
Derivative-Free Global Optimization Method (C++, Python binding)
most recent commit 3 months ago
Nonconvex.jl ⭐ 100
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
most recent commit 3 months ago
Acopy ⭐ 84
A Python implementation of the Ant Colony Optimization Meta-Heuristic
dependent packages 1total releases 6most recent commit 2 years agopypi acopy} Downloads
Paradiseo ⭐ 74
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
most recent commit a year ago
Optframe ⭐ 64
OptFrame - Optimization Framework
most recent commit 4 months ago
Chips N Salsa ⭐ 48
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
total releases 39most recent commit 3 months ago
Ecr2 ⭐ 38
ecr: Evolutionary Computation in R (version 2)
dependent packages 3total releases 4most recent commit 7 months ago
The 10 Most Depended On Optimization Metaheuristics Open Source Projects
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 6 months agopypi pyswarms} Downloads
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Jmetal ⭐ 484
jMetal: a framework for multi-objective optimization with metaheuristics
dependent packages 7total releases 24latest release September 25, 2023most recent commit 3 months ago
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24latest release August 30, 2023most recent commit 4 months ago
Inveniemus.js ⭐ 6
A search and optimization library, focusing on metaheuristics.
dependent packages 5total releases 4latest release August 06, 2017most recent commit 5 years agonpm inveniemus} Downloads
Jmetalpy ⭐ 457
A framework for single/multi-objective optimization with metaheuristics
dependent packages 4total releases 12latest release April 09, 2020most recent commit 3 months agopypi jmetalpy} Downloads
Ecr2 ⭐ 38
ecr: Evolutionary Computation in R (version 2)
dependent packages 3total releases 4latest release July 10, 2017most recent commit 7 months ago
The 10 Latest Releases In Optimization Metaheuristics Open Source Projects
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Localsearch ⭐ 8
Rust library for local search optimization
total releases 5latest release November 04, 2023most recent commit 4 months ago
Jmetal ⭐ 484
jMetal: a framework for multi-objective optimization with metaheuristics
dependent packages 7total releases 24latest release September 25, 2023most recent commit 3 months ago
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24latest release August 30, 2023most recent commit 4 months ago
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