Topic: metaheuristics Goto Github

👇 Here are 538 public repositories matching this topic...

100 / solid
metaheuristics,🎯 A comprehensive gradient-free optimization framework written in Python
User: 100
Home Page: https://100.github.io/Solid/
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers

7ossam81 / evolopy
metaheuristics,EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
User: 7ossam81
evolutionary-algorithms framework metaheuristics optimization swarm-intelligence

ac-tuwien / mhlib.jl
metaheuristics,MHLib.jl - A Toolbox for Metaheuristics and Hybrid Optimization Methods in Julia
Organization: ac-tuwien
discrete-optimization hybrid-optimization-methods julia metaheuristic-framework metaheuristics mhlib

ac-tuwien / pymhlib
metaheuristics,pymhlib - A Toolbox for Metaheuristics and Hybrid Optimization Methods
Organization: ac-tuwien
discrete-optimization metaheuristic-framework metaheuristics optimization-algorithm-library python

acco93 / filo
metaheuristics,A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.
User: acco93
cvrp metaheuristics

afourmy / swap
metaheuristics,A Solver for the Wavelength Assignment Problem (RWA) in WDM networks
User: afourmy
Home Page: http://minto3.pythonanywhere.com/
optical-network wavelength-division-multiplexing metaheuristics linear-programming gis geovisualization leaflet cvxopt flask sqlalchemy

alberto-santini / adaptive-large-neighbourhood-search
metaheuristics,ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.
User: alberto-santini
operational-research operations-research heuristics metaheuristics adaptive-large-neighbourhood-search alns

aliasgharheidaricom / harris-hawks-optimization-algorithm-and-applications
metaheuristics,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).
User: aliasgharheidaricom
Home Page: https://aliasgharheidari.com/HHO.html
artificial-intelligence optimization-algorithms metaheuristics swarm-intelligence modeling computer-science algorithms-and-data-structures optimization evolutionary-algorithms evolutionary-computation

aliasgharheidaricom / slime-mould-algorithm-a-new-method-for-stochastic-optimization-
metaheuristics,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. The proposed SMA is compared with up-to-date metaheuristics in an extensive set of benchmarks to verify the efficiency. Moreover, four classical engineering structure problems are utilized to estimate the efficacy of the algorithm in optimizing engineering problems. The results demonstrate that the algorithm proposed benefits from competitive, often outstanding performance on different search landscapes. The source codes and info of SMA are publicly available at: http://www.alimirjalili.com/SMA.html
User: aliasgharheidaricom
slime-mould algorithm sma ali-asghar-heidari paper optimization metaheuristics evolutionary-algorithms swarm-intelligence slime

amineremache / qbso-fs
metaheuristics,Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
User: amineremache
Home Page: https://link.springer.com/chapter/10.1007%2F978-3-030-20518-8_65
feature-selection bee-swarm-optimization metaheuristics swarm-intelligence reinforcement-learning q-learning bso

apache / incubator-kie-optaplanner
metaheuristics,AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
Organization: apache
Home Page: https://www.optaplanner.org
java constraint-solver constraint-programming metaheuristics tabu-search simulated-annealing branch-and-bound rostering optimization constraints

ashishpatel26 / amazing-collection-vehicle-routing-problem
metaheuristics,Amazing Collection Vehicle Routing Problem
User: ashishpatel26
vrptw cvrp genetic-algorithm vehicle-routing-problem iterated-local-search guided-local-search time-windows metaheuristics local-search integer-programming

avaneev / biteopt
metaheuristics,Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
User: avaneev
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming

c410-f3r / mop
metaheuristics,Flexible and modular framework for different NP-Problems with different solvers
User: c410-f3r
ai framework heuristics np-problem rust solver metaheuristics

cicirello / chips-n-salsa
metaheuristics,A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
User: cicirello
Home Page: https://chips-n-salsa.cicirello.org/
local-search simulated-annealing hill-climbing stochastic-sampling hbss vbss randomized-heuristics metaheuristics discrete-optimization optimization

cristianabrante / geneticsjs
metaheuristics,Evolutionary algorithms library for the web 🧬
User: cristianabrante
Home Page: https://geneticsjs.wordpress.com/
algorithms evolutionary-algorithms evolutionary-computation genetic genetic-algorithm metaheuristics

datalabupo / metagen
metaheuristics,MetaGen: A framework for metaheuristic development and hyperparameter optimization in machine and deep learning
User: datalabupo
Home Page: https://pymetagen.readthedocs.io/
machine-learning metaheuristics optimization

donfaq / vrptw
metaheuristics,Solving VRPTW with metaheuristics
User: donfaq
vrptw vehicle-routing-problem iterated-local-search time-windows metaheuristics local-search

dungtran209 / modelling-and-analysis-of-a-vehicle-routing-problem-with-time-windows-in-freight-delivery
metaheuristics,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)
User: dungtran209
vrp vrptw vns metaheuristics optimization cplex python3 heuristics vehicle-routing-problem

emi-group / evox
metaheuristics,Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Organization: emi-group
evolutionary-algorithms neuroevolution gpu-acceleration ray brax derivative-free-optimization evolutionary-optimization evolutionary-reinforcement-learinig gradient-free-optimization jax

esa / pagmo2
metaheuristics,A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Organization: esa
Home Page: https://esa.github.io/pagmo2/
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm

evolutionary-intelligence / pypop
metaheuristics,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/...). [https://pypop.rtfd.io/]
User: evolutionary-intelligence
Home Page: https://pypop.readthedocs.io/
black-box-optimization continuous-optimization derivative-free-optimization differential-evolution direct-search estimation-of-distribution-algorithms evolution-strategies evolutionary-algorithms genetic-algorithms global-optimization gradient-free-optimization large-scale-optimization metaheuristics nonlinear-optimization numerical-optimization optimization-algorithms particle-swarm-optimization population-based-optimization random-search zeroth-order-optimization

evolutionary-optimization-laboratory / rmoo
metaheuristics,An R package for multi/many-objective optimization with non-dominated genetic algorithms' family
Organization: evolutionary-optimization-laboratory
r multiobjective nsga nsga2 nsga3 pareto-front optimization multiobjective-optimization metaheuristics

ildoonet / simulated-annealing-for-tsp
metaheuristics,This code is to solve traveling salesman problem by using simulated annealing meta heuristic.
User: ildoonet
c-plus-plus heuristic-algorithm metaheuristics optimization python simulated-annealing-algorithm traveling-salesman-problem tsp tsplib

inversed-ru / ascension
metaheuristics,A metaheuristic optimization framework
User: inversed-ru
optimization optimization-algorithms optimization-methods genetic-algorithm genetic-algorithm-framework simulated-annealing local-search tabu-search metaheuristic-framework metaheuristics

jakobbossek / ecr2
metaheuristics,ecr: Evolutionary Computation in R (version 2)
User: jakobbossek
Home Page: https://jakobbossek.github.io/ecr2/
evolutionary-algorithms optimization-framework evolutionary-strategy genetic-algorithm-framework r-package r multi-objective-optimization evolutionary-algorithm optimization metaheuristics

jcrvz / customhys
metaheuristics,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.
User: jcrvz
metaheuristic-optimisation metaheuristics metaheuristic-framework metaheuristic-algorithms hyperheuristic continuous-optimization population-methods

jenetics / jenetics
metaheuristics,Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
User: jenetics
Home Page: https://jenetics.io
artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm genetic-programming grammatical-evolution java java21 machine-learning metaheuristics multiobjective-optimization optimization parallel-algorithm

jingweitoo / advanced-feature-selection-toolbox
metaheuristics,This toolbox offers advanced feature selection tools. Several modifications, variants, enhancements, or improvements of algorithms such as GWO, FPA, SCA, PSO and SSA are provided.
User: jingweitoo
salp-swarm-algorithm data-mining classification metaheuristics grey-wolf-optimizer whale-optimization-algorithm flower-pollination-algorithm sine-cosine-algorithm

jingweitoo / wrapper-feature-selection-toolbox
metaheuristics,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.
User: jingweitoo
machine-learning feature-selection data-mining metaheuristics particle-swarm-optimization genetic-algorithm ant-colony-optimization differential-evolution grey-wolf-optimizer whale-optimization-algorithm

jkpir / coa
metaheuristics,A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
User: jkpir
Home Page: https://www.mathworks.com/matlabcentral/fileexchange/68373-coa
optimization metaheuristics global-optimization multimodal-optimization nature-inspired-algorithms

jmetal / jmetal
metaheuristics,jMetal: a framework for multi-objective optimization with metaheuristics
Organization: jmetal
Home Page: https://jmetal.readthedocs.io/en/latest/index.html
multiobjective-optimization metaheuristics software-framework java

jmetal / jmetalpy
metaheuristics,A framework for single/multi-objective optimization with metaheuristics
Organization: jmetal
Home Page: https://jmetal.github.io/jMetalPy/index.html
python multiobjective-optimization metaheuristics jmetal-framework jmetal nsga-ii smpso pareto-front optimization

julianonconvex / nonconvex.jl
metaheuristics,Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Organization: julianonconvex
Home Page: https://julianonconvex.github.io/Nonconvex.jl/
augmented-lagrangian-method automatic-differentiation bayesian-optimization black-box-optimization derivative-free-optimization discrete-optimization evolutionary-algorithms global-optimization implicit-differentiation interior-point-optimizer

kkg1999 / metaheuristicoptimization
metaheuristics,Different meta-heuristic optimization techniques for feature selection
User: kkg1999
atom-search-optimization barnacles-mating-optimizer equilibrium-optimizer genetic-algorithm golden-ratio-optimization manta-ray-foraging-optimization metaheuristic metaheuristic-algorithms metaheuristic-framework metaheuristic-optimisation metaheuristics optimization optimization-algorithms particle-swarm-optimization sailfish-optimizer social-mimic-optimization

koptimizer / my_optimization-studio
metaheuristics,Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python
User: koptimizer
metaheuristics optimization metaheuristic cuckoo-search particle-swarm-optimization grey-wolf-optimizer genetic-algorithms

ljvmiranda921 / pyswarms
metaheuristics,A research toolkit for particle swarm optimization in Python
User: ljvmiranda921
Home Page: https://pyswarms.readthedocs.io/en/latest/
algorithm discrete-optimization global-optimization machine-learning metaheuristics optimization optimization-algorithms optimization-tools particle-swarm-optimization pso swarm-intelligence

maxhalford / eaopt
metaheuristics,:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
User: maxhalford
Home Page: https://pkg.go.dev/github.com/MaxHalford/eaopt
differential-evolution evolutionary-algorithms evolutionary-computation genetic-algorithm go machine-learning metaheuristics optimization parallel particle-swarm-optimization speciation

mykeels / msearch
metaheuristics,A C# Library to aid programming for meta-heuristics
User: mykeels
metaheuristics algorithm dotnet hill-climbing simulated-annealing artificial-bee-colony flower-pollination genetic-algorithm local-search

nojhan / paradiseo
metaheuristics,An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
User: nojhan
Home Page: https://nojhan.github.io/paradiseo/
paradiseo solvers metaheuristics evolutionary-algorithm parallelization algorithm cpp cpp17 framework optimization search-heuristics optimization-algorithms

optapy / optapy
metaheuristics,OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
Organization: optapy
Home Page: https://www.optapy.org/
python python3 artificial-intelligence metaheuristics local-search simulated-annealing tabu-search vehicle-routing-problem employee-rostering task-assignment

optframe / optframe
metaheuristics,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 Local Search, Variable Neighborhood Search, NSGA-II, Genetic Programming etc. Examples for Traveling Salesman, Vehicle Routing, Knapsack Problem, etc.
Organization: optframe
Home Page: https://optframe.readthedocs.io
metaheuristics vns ils travelling-salesman-problem timetabling heuristics optimization optimization-framework optimization-tools genetic-algorithm

rwuilbercq / hive
metaheuristics,Artificial Bee Colony Algorithm in Python.
User: rwuilbercq
Home Page: https://rwuilbercq.github.io/Hive/
metaheuristics stochastic-optimization artificial-bee-colony

seyedmuhammadhosseinmousavi / abc-pso-path-planning
metaheuristics,ABC+PSO Path Planning
User: seyedmuhammadhosseinmousavi
artificial-bee-colony metaheuristics optimal-path path-planning pso-algorithm

smkalami / ypea
metaheuristics,Yarpiz Evolutionary Algorithms Toolbox for MATLAB
User: smkalami
Home Page: https://yarpiz.com/477/ypea-yarpiz-evolutionary-algorithms
ant-colony-optimization artificial-bee-colony bees-algorithm biogeography-based-optimization cma-es covariance-matrix-adaptation differential-evolution evolution-strategies evolutionary-computation firefly-algorithm genetic-algorithm harmony-search imperialistic-competitive-algorithm invasive-weed-optimization metaheuristics optimization optimization-algorithms particle-swarm-optimization simulated-annealing tlbo

snowberryfield / printemps
metaheuristics,C++ metaheuristics modeler/solver for general integer optimization problems.
User: snowberryfield
Home Page: https://snowberryfield.github.io/printemps/
combinatorial-optimization integer-programming metaheuristics optimization tabu-search

source-nerd / tsp_3opt_2opt
metaheuristics,Travelling salesman problem with 3opt move and 2opt perturbation
User: source-nerd
2opt 3opt metaheuristics tsp-problem

stratzilla / metaheuristic-training-networks
metaheuristics,An implementation of various metaheuristics adapted to train neural networks
User: stratzilla
pso-nn ga-nn bat-algorithm ba-nn differential-evolution de-nn metaheuristics neural-networks particle-swam-optimization genetic-algorithms

thieu1995 / mealpy
metaheuristics,A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
User: thieu1995
Home Page: https://mealpy.readthedocs.io
genetic-algorithm particle-swarm-optimization whale-optimization grey-wolf-optimizer harris-hawks-optimization differential-evolution harris-hawks-optimizationg henry-gas-solubility-optimization arithmetic-optimization-algorithm equilibrium-optimizer

thomasweise / jsspinstancesandresults
metaheuristics,A repository with a data set including instances and results from literature for the Job Shop Scheduling Problem (JSSP). While the raw data is provided as text files, it is also compiled in an R package with an API around it.
User: thomasweise
jssp literature results r job-shop-scheduling scheduling csv metaheuristics research papers