metaheuristics

There are 10 repositories under metaheuristics topic.

optaplanner
kiegroup / optaplanner
AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
java constraint-solver constraint-programming metaheuristics tabu-search simulated-annealing branch-and-bound vehicle-routing-problem rostering optimization constraints traveling-salesman scheduling solver constraint-satisfaction-problem employee-rostering mathematical-optimization artificial-intelligence local-search traveling-salesman-problem
Language:Java 2885
ljvmiranda921 / pyswarms
A research toolkit for particle swarm optimization in Python
particle-swarm-optimization optimization-tools pso global-optimization swarm-intelligence machine-learning discrete-optimization optimization optimization-algorithms metaheuristics algorithm
Language:Python 1026
MaxHalford / eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
go optimization parallel machine-learning genetic-algorithm speciation evolutionary-algorithms evolutionary-computation particle-swarm-optimization differential-evolution metaheuristics
Language:Go 828
jenetics
jenetics / jenetics
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
evolutionary-algorithms genetic-algorithm artificial-intelligence optimization evolutionary-strategy parallel-algorithm metaheuristics genetic-programming machine-learning java multiobjective-optimization java17 grammatical-evolution
Language:Java 765
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm metaheuristics evolutionary-strategy artificial-intelligence pagmo python3 python
Language:C++ 709
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers discrete-optimization continuous-optimization genetic-algorithm evolutionary-algorithm genetic-algorithm-framework simulated-annealing particle-swarm-optimization hill-climbing tabu-search harmony-search
Language:Python 566
jMetal / jMetal
jMetal: a framework for multi-objective optimization with metaheuristics
multiobjective-optimization metaheuristics software-framework java
Language:Java 436
jMetal / jMetalPy
A framework for single/multi-objective optimization with metaheuristics
python multiobjective-optimization metaheuristics jmetal-framework jmetal nsga-ii smpso pareto-front optimization
Language:Python 374
7ossam81 / EvoloPy
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
evolutionary-algorithms framework metaheuristics optimization swarm-intelligence
Language:Jupyter Notebook 304
optapy / optapy
OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
artificial-intelligence employee-rostering local-search mathematical-optimization metaheuristics np-complete np-hard python python3 simulated-annealing tabu-search task-assignment traveling-salesman-problem vehicle-routing-problem
Language:Java 214
biteopt
avaneev / biteopt
Derivative-Free Optimization Method for Global Optimization (C++)
optimization-methods optimization-algorithms hyper-parameters cpp c-plus-plus constraint-programming deep-learning artificial-intelligence stochastic-optimizers stochastic-optimization-algorithms evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm probabilistic-computing biteopt mixed-integer-programming differential-evolution nelder-mead
Language:C++ 95
JingweiToo / Wrapper-Feature-Selection-Toolbox
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.
machine-learning feature-selection data-mining metaheuristics particle-swarm-optimization genetic-algorithm ant-colony-optimization differential-evolution grey-wolf-optimizer whale-optimization-algorithm salp-swarm-optimization bat-algorithm cuckoo-search firefly-algorithm flower-pollination-algorithm ant-lion-optimizer moth-flame-optimization multi-verse-optimizer harris-hawks-optimization
Language:MATLAB 95
rwuilbercq / Hive
Artificial Bee Colony Algorithm in Python.
metaheuristics stochastic-optimization artificial-bee-colony
Language:Python 82
dungtran209 / Modelling-and-Analysis-of-a-Vehicle-Routing-Problem-with-Time-Windows-in-Freight-Delivery
A MSc's Dissertation Project which focuses on Vehicle Routing Problem with Time Windows (VRPTW), using both exact method and heuristic approach (General Variable Neighbourhood Search)
vrp vrptw vns metaheuristics optimization cplex python3 heuristics vehicle-routing-problem
Language:Python 73
paradiseo
nojhan / paradiseo
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
paradiseo solvers metaheuristics evolutionary-algorithm parallelization algorithm cpp cpp17 framework optimization search-heuristics optimization-algorithms
Language:C++ 73
Evolutionary-Intelligence / pypop
PyPop7: A Pure-PYthon library of POPulation-based OPtimization for continuous black-box problems, particularly large-scale variants. See pypop.rtfd.io for API documents.
global-optimization black-box-optimization large-scale-optimization population-based-optimization evolutionary-algorithms random-search zeroth-order-optimization gradient-free-optimization derivative-free-optimization continuous-optimization direct-search randomized-heuristics optimization-algorithms numerical-optimization machine-learning stochastic-search evolution-strategies metaheuristics stochastic-optimization nonlinear-optimization
Language:Python 65
optframe / optframe
OptFrame - Optimization Framework
metaheuristics vns ils travelling-salesman-problem timetabling heuristics optimization optimization-framework optimization-tools genetic-algorithm genetic-programming best-improvement first-improvement multi-improvement tabu-search vehicle-routing-problem multi-objective-optimization pareto-front nsga-ii
Language:C++ 53
amineremache / qbso-fs
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
feature-selection bee-swarm-optimization metaheuristics swarm-intelligence reinforcement-learning q-learning bso
Language:Jupyter Notebook 52
donfaq / VRPTW
Solving VRPTW with metaheuristics
vrptw vehicle-routing-problem iterated-local-search guided-local-search time-windows metaheuristics local-search
Language:Jupyter Notebook 44
ypea
smkalami / ypea
Yarpiz Evolutionary Algorithms Toolbox for MATLAB
evolutionary-computation optimization-algorithms optimization metaheuristics genetic-algorithm particle-swarm-optimization differential-evolution bees-algorithm ant-colony-optimization artificial-bee-colony cma-es covariance-matrix-adaptation evolution-strategies biogeography-based-optimization firefly-algorithm harmony-search imperialistic-competitive-algorithm simulated-annealing tlbo invasive-weed-optimization
Language:HTML 43
Chips-n-Salsa
cicirello / Chips-n-Salsa
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
local-search simulated-annealing hill-climbing stochastic-sampling hbss vbss randomized-heuristics metaheuristics discrete-optimization optimization permutations scheduling mutation java multithreading parallel-computing adaptive search-algorithm genetic-algorithm evolutionary-computation
Language:Java 42
alberto-santini / adaptive-large-neighbourhood-search
ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.
operational-research operations-research heuristics metaheuristics adaptive-large-neighbourhood-search alns
Language:C++ 37
ashishpatel26 / Amazing-Collection-Vehicle-Routing-Problem
Amazing Collection Vehicle Routing Problem
vrptw cvrp genetic-algorithm vehicle-routing-problem iterated-local-search guided-local-search time-windows metaheuristics local-search integer-programming pddl reinforcement-learning artificial-intelligence savings-algorithm sweep-algorithm google-or-tools routing-algorithm python combinatorial-optimization
37
jakobbossek / ecr2
ecr: Evolutionary Computation in R (version 2)
evolutionary-algorithms optimization-framework evolutionary-strategy genetic-algorithm-framework r-package r multi-objective-optimization evolutionary-algorithm optimization metaheuristics combinatorial-optimization
Language:R 34
kkg1999 / MetaheuristicOptimization
Different meta-heuristic optimization techniques for feature selection
optimization optimization-algorithms particle-swarm-optimization metaheuristic-optimisation metaheuristics metaheuristic-algorithms metaheuristic-framework metaheuristic genetic-algorithm atom-search-optimization sailfish-optimizer golden-ratio-optimization equilibrium-optimizer social-mimic-optimization manta-ray-foraging-optimization barnacles-mating-optimizer
Language:Python 32
Harris-Hawks-Optimization-Algorithm-and-Applications
aliasgharheidaricom / 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).
artificial-intelligence optimization-algorithms metaheuristics swarm-intelligence modeling computer-science algorithms-and-data-structures optimization evolutionary-algorithms evolutionary-computation evolutionary-strategy engineering computational-intelligence
Language:MATLAB 31
snowberryfield / printemps
C++ metaheuristics modeler/solver for general integer optimization problems.
metaheuristics tabu-search combinatorial-optimization integer-programming optimization
Language:C++ 30
acco93 / filo
A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.
cvrp metaheuristics
Language:C++ 29
afourmy / swap
A Solver for the Wavelength Assignment Problem (RWA) in WDM networks
optical-network wavelength-division-multiplexing metaheuristics linear-programming gis geovisualization leaflet cvxopt flask sqlalchemy graph-algorithms wdm wavelength graph-coloring wavelength-assignment graph-transformation
Language:CSS 28
mykeels / MSearch
A C# Library to aid programming for meta-heuristics
algorithm artificial-bee-colony dotnet flower-pollination genetic-algorithm hill-climbing local-search metaheuristics simulated-annealing
Language:C# 28
GeneticsJS
CristianAbrante / GeneticsJS
Evolutionary algorithms library for the web 🧬
evolutionary-algorithms genetic-algorithm evolutionary-computation metaheuristics genetic algorithms
Language:TypeScript 25
inversed-ru / Ascension
A metaheuristic optimization framework
optimization optimization-algorithms optimization-methods genetic-algorithm genetic-algorithm-framework simulated-annealing local-search tabu-search metaheuristic-framework metaheuristics pascal delphi freepascal lazarus
Language:Pascal 24
ac-tuwien / pymhlib
pymhlib - A Toolbox for Metaheuristics and Hybrid Optimization Methods
metaheuristics python optimization-algorithm-library discrete-optimization metaheuristic-framework
Language:Jupyter Notebook 22
jkpir / COA
A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
optimization metaheuristics global-optimization multimodal-optimization nature-inspired-algorithms
Language:MATLAB 22
ac-tuwien / MHLib.jl
MHLib.jl - A Toolbox for Metaheuristics and Hybrid Optimization Methods in Julia
hybrid-optimization-methods julia metaheuristics discrete-optimization mhlib metaheuristic-framework
Language:Julia 21
stratzilla / metaheuristic-training-networks
An implementation of various metaheuristics adapted to train neural networks
pso-nn ga-nn bat-algorithm ba-nn differential-evolution de-nn metaheuristics neural-networks particle-swam-optimization genetic-algorithms backpropogation feedforward
Language:Python 21