Search Results - RepositoryStats

958

3.4k

apache-2.0

167

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

9,024 commits to main branch, last one 3 days ago

pyswarms ljvmiranda921

335

1.3k

mit

40

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

mealpy thieu1995

201

975

gpl-3.0

15

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 9 months ago

eaopt MaxHalford

97

894

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

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

jenetics jenetics

156

861

apache-2.0

42

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

12,328 commits to master branch, last one 18 days ago

pagmo2 esa

164

859

gpl-3.0

36

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

4,635 commits to master branch, last one 2 months ago

jMetalPy jMetal

151

546

mit

21

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

1,187 commits to main branch, last one 3 months ago

jMetal jMetal

404

524

mit

56

jMetal: a framework for multi-objective optimization with metaheuristics

java metaheuristics software-framework multiobjective-optimization

Created 2014-05-02

4,764 commits to main branch, last one about a month ago

EvoloPy 7ossam81

233

462

apache-2.0

23

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

framework optimization metaheuristics swarm-intelligence evolutionary-algorithms

Created 2016-05-18

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

evox EMI-Group

51

347

gpl-3.0

9

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

gym jax ray brax pytorch 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

1,993 commits to main branch, last one a day ago

optapy optapy

23

289

apache-2.0

10

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

Wrapper-Feature-Selection-Toolbox JingweiToo

37

173

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 4 years ago

biteopt avaneev

9

150

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

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

Nonconvex.jl JuliaNonconvex

10

115

mit

5

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 about a year ago

Hive rwuilbercq

52

111

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

36

102

other

9

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

5,533 commits to master branch, last one a day ago

VRPTW donfaq

23

84

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 9 months ago

optframe optframe

9

78

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

1,687 commits to master branch, last one 6 days ago

adaptive-large-neighbourhood-search alberto-santini

32

66

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 9 months ago

Chips-n-Salsa cicirello

39

64

gpl-3.0

1

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

Created 2020-06-17

2,541 commits to master branch, last one 5 days ago

printemps snowberryfield

4

49

mit

2

C++ metaheuristics modeler/solver for general integer optimization problems.

tabu-search optimization metaheuristics integer-programming combinatorial-optimization

Created 2020-04-25

896 commits to master branch, last one 28 days ago

filo acco93

14

48

agpl-3.0

4

A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.

cvrp metaheuristics

Created 2020-07-04

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

Slime-Mould-Algorithm-A-New-Method-for-Stochastic-Optimization- aliasgharheidaricom

11

40

mit

3

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 ...

sma best paper slime genetic algorithm benchmark engineering slime-mould optimization best-practice metaheuristics ali-asghar-heidari seyedali-mirjalili swarm-intelligence evolutionary-algorithms algorithms-and-data-structures

Created 2020-05-07

9 commits to master branch, last one 7 months ago

ABC-PSO-Path-Planning SeyedMuhammadHosseinMousavi

5

39

mit

1

ABC+PSO Path Planning

optimal-path optimization abc-algorithm metaheuristic path-planning pso-algorithm metaheuristics artificial-bee-colony particle-swarm-optimization

Created 2022-01-27

9 commits to main branch, last one 3 months ago