Search Results - RepositoryStats

945

3.3k

apache-2.0

169

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

java solver rostering scheduling constraints tabu-search local-search optimization metaheuristics branch-and-bound constraint-solver employee-rostering traveling-salesman simulated-annealing constraint-programming artificial-intelligence mathematical-optimization

Created 2011-02-15

9,009 commits to main branch, last one 18 days ago

pyswarms ljvmiranda921

334

1.3k

mit

39

A research toolkit for particle swarm optimization in Python

pso algorithm optimization metaheuristics machine-learning optimization-tools swarm-intelligence global-optimization discrete-optimization optimization-algorithms particle-swarm-optimization

Created 2017-07-12

415 commits to master branch, last one about a year ago

eaopt MaxHalford

96

885

mit

31

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

go parallel speciation optimization metaheuristics machine-learning genetic-algorithm differential-evolution evolutionary-algorithms evolutionary-computation particle-swarm-optimization

Created 2016-01-31

348 commits to master branch, last one 6 months ago

mealpy thieu1995

176

870

gpl-3.0

13

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

metaheuristics genetic-algorithm swarm-intelligence whale-optimization grey-wolf-optimizer hunger-games-search production-planning equilibrium-optimizer location-optimization schedule-optimization slime-mould-algorithm differential-evolution bio-inspired-optimization harris-hawks-optimization supply-chain-optimization harris-hawks-optimizationg nature-inspired-algorithms particle-swarm-optimization arithmetic-optimization-algorithm henry-gas-solubility-optimization

Created 2020-03-16

1,759 commits to master branch, last one 3 months ago

jenetics jenetics

152

844

apache-2.0

40

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

java java21 optimization metaheuristics machine-learning genetic-algorithm parallel-algorithm genetic-programming evolutionary-strategy grammatical-evolution artificial-intelligence evolutionary-algorithms multiobjective-optimization

Created 2013-12-21

12,321 commits to master branch, last one 14 days ago

pagmo2 esa

161

821

gpl-3.0

34

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

pagmo python python3 optimization metaheuristics genetic-algorithm optimization-tools parallel-computing parallel-processing optimization-methods evolutionary-strategy stochastic-optimizers artificial-intelligence evolutionary-algorithms optimization-algorithms multi-objective-optimization

Created 2017-01-08

4,630 commits to master branch, last one a day ago

jMetalPy jMetal

150

514

mit

22

A framework for single/multi-objective optimization with metaheuristics

smpso jmetal python nsga-ii optimization pareto-front metaheuristics jmetal-framework multiobjective-optimization

Created 2017-01-18

1,181 commits to main branch, last one 26 days ago

jMetal jMetal

403

514

mit

55

jMetal: a framework for multi-objective optimization with metaheuristics

java metaheuristics software-framework multiobjective-optimization

Created 2014-05-02

4,654 commits to main branch, last one 5 days ago

EvoloPy 7ossam81

222

445

apache-2.0

24

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

framework optimization metaheuristics swarm-intelligence evolutionary-algorithms

Created 2016-05-18

197 commits to master branch, last one 4 months ago

optapy optapy

20

275

apache-2.0

11

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

python np-hard python3 np-complete tabu-search local-search metaheuristics task-assignment employee-rostering simulated-annealing artificial-intelligence vehicle-routing-problem mathematical-optimization traveling-salesman-problem

Created 2021-07-15

414 commits to main branch, last one about a year ago

evox EMI-Group

35

194

bsd-3-clause

3

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

gym jax ray brax metaheuristics neuroevolution gpu-acceleration black-box-optimization evolutionary-algorithms evolutionary-strategies evolutionary-computation evolutionary-optimization gradient-free-optimization derivative-free-optimization multi-objective-optimization population-based-optimization evolutionary-reinforcement-learinig

Created 2022-07-27

1,153 commits to main branch, last one 4 days ago

pypop Evolutionary-Intelligence

27

193

gpl-3.0

5

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [...

direct-search random-search metaheuristics genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms

Created 2021-01-26

7,489 commits to main branch, last one 14 hours ago

Wrapper-Feature-Selection-Toolbox JingweiToo

36

165

bsd-3-clause

3

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.

data-mining bat-algorithm cuckoo-search metaheuristics machine-learning feature-selection firefly-algorithm genetic-algorithm ant-lion-optimizer grey-wolf-optimizer multi-verse-optimizer differential-evolution ant-colony-optimization moth-flame-optimization salp-swarm-optimization harris-hawks-optimization particle-swarm-optimization flower-pollination-algorithm whale-optimization-algorithm

Created 2020-12-09

34 commits to main branch, last one 3 years ago

biteopt avaneev

9

141

mit

13

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

optimization meta-heuristic metaheuristics genetic-algorithm optimization-tools global-optimization integer-programming optimization-methods discrete-optimization stochastic-optimizers black-box-optimization constraint-programming differential-evolution evolutionary-algorithms optimization-algorithms mathematical-programming mathematical-optimization mixed-integer-programming hyperparameter-optimization global-optimization-algorithms

Created 2016-07-13

409 commits to master branch, last one about a month ago

Nonconvex.jl JuliaNonconvex

10

112

mit

4

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

optimization metaheuristics global-optimization bayesian-optimization discrete-optimization nonlinear-programming black-box-optimization nonlinear-optimization evolutionary-algorithms implicit-differentiation interior-point-optimizer semidefinite-programming automatic-differentiation augmented-lagrangian-method gradient-based-optimisation method-of-moving-asymptotes derivative-free-optimization surrogate-assisted-optimization mixed-integer-nonlinear-programming

Created 2021-02-14

246 commits to master branch, last one 8 months ago

Hive rwuilbercq

52

107

mit

6

Artificial Bee Colony Algorithm in Python.

metaheuristics artificial-bee-colony stochastic-optimization

Created 2017-01-06

23 commits to master branch, last one 3 years ago

paradiseo nojhan

35

97

other

10

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

cpp cpp17 solvers algorithm framework paradiseo optimization metaheuristics parallelization search-heuristics evolutionary-algorithm optimization-algorithms

Created 2013-01-11

5,529 commits to master branch, last one a day ago

optframe optframe

9

70

mit

7

OptFrame - C++17 (and C++20) Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated Loc...

ils vns nsga-ii heuristics tabu-search timetabling optimization pareto-front metaheuristics best-improvement first-improvement genetic-algorithm multi-improvement optimization-tools genetic-programming optimization-framework vehicle-routing-problem travelling-salesman-problem multi-objective-optimization

Created 2017-11-06

1,667 commits to master branch, last one 3 months ago

VRPTW donfaq

22

68

mit

3

Solving VRPTW with metaheuristics

vrptw local-search time-windows metaheuristics iterated-local-search vehicle-routing-problem

Created 2018-09-29

13 commits to master branch, last one 4 months ago

adaptive-large-neighbourhood-search alberto-santini

30

60

gpl-3.0

4

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

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

Created 2018-01-02

17 commits to master branch, last one 4 months ago

Chips-n-Salsa cicirello

38

57

gpl-3.0

2

A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

Created 2020-06-17

2,494 commits to master branch, last one 2 days ago

Harris-Hawks-Optimization-Algorithm-and-Applications aliasgharheidaricom

12

48

mit

4

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...