meta-heuristic

There are 7 repositories under meta-heuristic topic.

• Gradient-Free-Optimizers

  SimonBlanke / Gradient-Free-Optimizers

  Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

  bayesian-optimizationblackbox-optimizationconstrained-optimizationevolution-strategiesgradient-free-optimizationhill-climbinghyperactivehyperparameter-optimizationmachine-learningmeta-heuristicnelder-meadoptimizationparticle-swarm-optimizationrandom-searchsimulated-annealingtree-of-parzen-estimator
  Language:Python 1211

• gugarosa / opytimizer

  🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

  artificial-intelligencebioinspiredmeta-heuristicmeta-heuristic-optimizationoptimizationoptimizerspython
  Language:Python 612

• esa / pygmo2

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

  artificial-intelligenceevolutionary-algorithmsevolutionary-computationevolutionary-strategyisland-modelmeta-heuristicmeta-heuristicsmultiobjective-optimizationoptimizationoptimization-algorithmsoptimization-methodsoptimization-problemparallel-computingparallel-processingstochastic-optimization
  Language:C++ 461
• biteopt

  avaneev / biteopt

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

  black-box-optimizationconstraint-programmingdifferential-evolutiondiscrete-optimizationevolutionary-algorithmsgenetic-algorithmglobal-optimizationglobal-optimization-algorithmshyperparameter-optimizationinteger-programmingmathematical-optimizationmathematical-programmingmeta-heuristicmetaheuristicsmixed-integer-programmingoptimizationoptimization-algorithmsoptimization-methodsoptimization-toolsstochastic-optimizers
  Language:C++ 149

• henry-yeh / DeepACO

  [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

  ant-colony-optimizationcombinatorial-optimizationdeep-reinforcement-learningneural-combinatorial-optimizationmeta-heuristictraveling-salesman-problemvehicle-routing-problemcapacitated-vehicle-routing-problemgraph-neural-networksneural-networkpytorchreinforcement-learningrouting-problemscheduling-problembin-packing-problemknapsack-problem
  Language:Jupyter Notebook 142

• rhgrant10 / acopy

  A Python implementation of the Ant Colony Optimization Meta-Heuristic

  pythonpython3python-libarytravelling-salesman-problemtsp-solvertsppypimeta-heuristic
  Language:Python 97

• Shikhar1998 / Stock-Market-Prediction-using-Neural-Networks-and-Genetic-Algorithm

  Matlab Module for Stock Market Prediction using Simple NN

  genetic-algorithmmatlabmeta-heuristicneural-networkstock-market
  Language:Matlab 78

• Hvass-Labs / swarmops

  Heuristic Optimization for Python

  blackbox-optimizationdifferential-evolutionhyperparameter-optimizationmeta-heuristicparticle-swarm-optimizationrandom-search
  Language:Python 72

• Hvass-Labs / MetaOps

  Tuning the Parameters of Heuristic Optimizers (Meta-Optimization / Hyper-Parameter Optimization)

  blackbox-optimizationdifferential-evolutionhyperparameter-optimizationmeta-heuristicparticle-swarm-optimizationnsga2random-search
  Language:Jupyter Notebook 55

• forfrt / Hyper_Heuristic_Framework

  A Hyper-Heuristic framework

  evolutionary-algorithmsmeta-heuristichyper-heuristiccombinatorial-optimization
  Language:Python 47

• EvanOman / AntColonyOptimization-TSP

  An Ant Colony Optimization algorithm for the Traveling Salesman Problem

  traveling-salesmanoptimizationnp-completemeta-heuristicmatlab
  Language:MATLAB 45

• SDARG / opt4j

  Modular Java framework for meta-heuristic optimization

  artificial-intelligenceevolutionary-algorithmevolutionary-algorithmsgenetic-algorithmmeta-heuristicmulti-objective-optimizationoptimization
  Language:Java 32

• LucasBoTang / Coursera_Discrete_Optimization

  Exact and meta-heuristic algorithms for NP problems

  pythoncombinational-optimizationnp-completetspvrpknapsackheuristicmeta-heuristic
  Language:Python 20

• thanh-ntt / MTVRPTW

  Meta-heuristic algorithm for Multi-Trip Vehicle Routing Problem with Time Windows

  vehicle-routing-problemmeta-heuristicjavasolution-algorithm
  Language:Java 13

• nathanrooy / bwo

  Black Widow Optimization implemented in pure Python.

  bio-inspiredevolutionary-algorithmmeta-heuristicnonlinear-optimization
  Language:Python 12

• tohid-yousefi / Meta-Heuristics

  In this section, I share the Meta-Heuristic algorithm codes that I wrote myself

  huristicmatlabmeta-heuristicdifferential-evolutiongenetic-algorithmgrasshopper-optimization-algorithmhybrid-algorithmsparticle-swarm-optimizationcurve-fittingdispatching-systemeconomic-dispatch-probleminteger-programminginvestment-portfolioknapsack-problemnon-dominated-sortingnsga-iipath-planningsphereco-evolutioncpso
  Language:MATLAB 12

• Hvass-Labs / Optimization-Papers

  Archive of my older research papers on optimization

  blackbox-optimizationdifferential-evolutionhyperparameter-optimizationmeta-heuristicparticle-swarm-optimizationrandom-search
  9

• gugarosa / evolutionary_ensembles

  📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".

  paperimplementationmachine-learningmeta-heuristicensemble-classifieraerial-scene
  Language:Python 8

• hschneid / xfvrp

  Fast and easy solver for a lot of Vehicle Routing constraints

  javavehicle-routing-problemoptimizationsolvermeta-heuristicconstraintsvrptraveling-salesmantsp-problemalgorithms
  Language:Java 8

• gugarosa / mh_deep_application

  🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.

  mini-courseicmcuspoptimizationmeta-heuristic
  Language:Python 4

• YevheniiSemendiak / tud_master_text

  Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).

  meta-heuristicmeta-heuristicshyper-heuristichyper-heuristicsreinforcement-learningoptimizationtraveling-salesman-problemtraveling-salesmanparameter-controlparameter-tuningsurrogate-based-optimization
  Language:TeX 4

• Hvass-Labs / swarmops-other

  Heuristic Optimization for C#, C, Java and Matlab

  blackbox-optimizationdifferential-evolutionhyperparameter-optimizationmeta-heuristicparticle-swarm-optimizationrandom-search
  3

• ahmadayman28 / Optimization-of-the-Tourism-Industry

  A comprehensive solution to optimize tourism packages, prices, resources, and budgets for startup companies. The project includes mathematical modeling, data analysis, optimization algorithms, database design, and AI-driven demand prediction.

  ai-predictionant-colonycsharperdiagramexact-solutionexcelexcel-dashboardgenetic-algorithmmathematical-modellingmeta-heuristicpulppythontkintertourism-industrytourism-managementwindows-formstourismoptimization
  Language:Jupyter Notebook 2

• cantugba / Heuristic_K-Nearest_Neighbors

  It was developed by creating a hybrid structure with the techniques of K-nearest neighbor algorithm and metaheuristic search algorithms. SOS Algorithm was used as the Meta-Heuristic algorithm.

  sezgisel-knnmeta-heuristicsymbiosisorganismssearchk-nearest-neighboursclassification-model
  Language:MATLAB 2

• chen0040 / cs-optimization-continuous-solutions

  Local searches for continuous optimization implemented in C#

  local-searchcontinuous-optimizationnumerical-methodsmeta-heuristicoptimization
  Language:C# 2

• yannisEF / Pareto-local-search

  Currently a prototype implementation of Pareto local search algorithm in preparation for an upcoming project

  multi-objective-optimizationpareto-frontdecision-makingmeta-heuristiclocal-search
  Language:Python 2
• ICHEA-DCOP

  anuraganands / ICHEA-DCOP

  ICHEA for Dynamic Constraint Optimization Problems (DCOP)

  dynamicconstraintoptimizationdcopevolutionaryalgorithmmeta-heuristicichea
  Language:Java 1

• EvanOman / SimulatedAnnealingScheduler

  Local Search Scheduling with Simulated Annealing

  schedulingmeta-heuristicalgorithmlocal-search
  Language:Java 1

• gugarosa / mh_feature_selection

  📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".

  paperimplementationmachine-learningfeature-selectionoptimizationmeta-heuristic
  Language:Python 1

• gugarosa / mh_fine_tuning

  📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".

  paperimplementationmachine-learningoptimizationmeta-heuristicfine-tuning
  Language:Python 1

• hbaloochian / Social-mimic-optimization-SMO

  Social mimic optimization algorithm and engineering applications (SMO algorithm)

  smooptimization-algorithmengineering-applicationsmeta-heuristic
  Language:MATLAB 1

• ossef / DVFS_Research

  DVFS framework addressing the problem of performance-energy trade-off, 2023.

  birth-death-processdynamic-voltage-and-frequencyenergy-consumptionmeta-heuristicpareto-optimalitystochastic-processesweighted-sum
  Language:Python 1

• mathcrin / MetaHeuristique-Recherche-Operationnelle

  Projet étudiant de Recherche Opérationnelle en utilisant la heuristiques et/ou des métaheuristiques sur le problème de couverture par ensembles, l’un des 21 problèmes NP-complets de Karp

  meta-heuristicmeta-heuristic-optimizationcouverture-par-ensembles
  Language:C++ 0

• pq01pq / Harmony-Search-py

  Harmony Search algorithm implemented in python with object oriented programming.

  harmony-searchmeta-heuristicmeta-heuristic-algorithmoptimizationoptimization-algorithmheuristicheuristic-algorithmheuristic-search-algorithmsobject-orientedsearch-algorithmsearching-algorithm
  Language:Python 0

• lucianobajr / meta-heuristic

  :chart: implementation of the algorithm based on ILS (Iterated Local Search) and Hill Climping to minimize mathematical functions

  hill-climbingilsmeta-heuristic
  Language:Go

• Murf-y / Particle-Swarm-Optimization-Visualization

  Particle Swarm Optimization OOP implementation

  evolutionary-algorithmsmeta-heuristicparticle-swarm-optimizationpso
  Language:Python