metaheuristic

There are 7 repositories under metaheuristic topic.

ALNS
N-Wouda / ALNS
Adaptive large neighbourhood search (and more!) in Python.
adaptive-large-neighbourhood-search alns metaheuristic operations-research python travelling-salesman-problem cutting-stock-problem vehicle-routing-problem rcpsp scheduling-problem tsp vrp flow-shop
Language:Python 372
PyVRP
PyVRP / PyVRP
Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.
cpp operations-research python vehicle-routing-problem vrp prize-collecting rich-vrp metaheuristic solver pickup-and-delivery multi-depot time-windows
Language:Python 195
mahdims / 3D-bin-packing
Tabu search and Genetic algorithm implementation for container loading problem (3D bin packing)
tabu-search genetic-algorithm 3d-packing container-loading pyhton optimization metaheuristic object-oriented placement-algorithm pattern-generation
Language:Python 49
theosotr / tabu_search-vrpcd
A Tabu Search algorithm for the Vehicle Routing Problem with Cross-Docking.
python tabu-search vehicle-routing-problem optimization metaheuristic algorithms
Language:Python 41
justinlovinger / optimal-py
A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.
python cross-entropy genetic-algorithm gravitational-search optimization metaheuristic optimizer estimation-distribution-algorithm eda
Language:Python 39
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 37
tonykero / Moe
[OLD] Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms
c-plus-plus genetic-algorithm fitness-score optimization metaheuristic evolutionary-algorithm library machine-learning generic c-plus-plus-14 differential-evolution particle-swarm-optimization simulated-annealing
Language:C++ 35
Rohit-Kundu / Two-Step-Feature-Enhancement
Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science
deep-learning image-classification cervical-cancer evolutionary-algorithm metaheuristic
Language:Python 25
jjuppe / Hybrid-Genetic-Search-with-Adaptive-Diversity-Control
HGSADC is a metaheuristic to solve the multi-depot vehicle routing problem.
metaheuristic mdvrp python genetic-algorithm
Language:Python 23
koptimizer / my_Optimization-studio
Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python
metaheuristics optimization metaheuristic cuckoo-search particle-swarm-optimization grey-wolf-optimizer genetic-algorithms
Language:Python 21
osmangokalp / CloudTaskSchedulingOptimization
Cloud task scheduling optimization in CloudSim framework using heuristic and metaheuristic algorithms
cloud task-scheduling static independent heuristic metaheuristic max-min min-min particle-swarm-optimization artificial-bee-colony cloudsim
Language:Java 20
markkvdb / MDSDHVRP-Solver
Large neighbourhood solver for the multi-depot split-delivery vehicle routing problem with inventory constraints and heterogeneous fleet.
tsp operational-research metaheuristic vehicle-routing-problem vrp heuristic mdsdhvrp
Language:Jupyter Notebook 18
telaoumatenyanis / GenAlgo.js
Genetic and evolutionary algorithms in Javascript.
genetic-algorithm genetic-programming genetics heuristic heuristics javascript js metaheuristic metaheuristics
Language:JavaScript 18
qz89 / AutoOpt
A library for automatically designing metaheuristic optimizers.
evolutionary-algorithm metaheuristic optimization matlab optimization-algorithms automated-machine-learning automated-algorithm-generation octave
Language:MATLAB 17
N-Wouda / Euro-NeurIPS-2022
OptiML's contribution to the EURO meets NeurIPS 2022 vehicle routing competition.
operations-research hybrid-genetic-search metaheuristic time-windows vehicle-routing vrptw
Language:Jupyter Notebook 16
alberto-santini / tsppddl
The Traveling Salesman Problem with Pickups, Deliveries and Draft Limits
branch-and-cut cplex traveling-salesman travelling-salesman tsp exact-algorithm heuristics metaheuristic solver operations-research operational-research optimization optimisation logistics
Language:C++ 15
KmolYuan / metaheuristics-nature-rs
A collection of nature-inspired metaheuristic algorithms.
algorithm metaheuristic optimization
Language:Rust 13
SanELmoumni / Scheduling-problem-in-operational-research-Dynamic-programming-Metaheuristic-VNS-solutions.
In this project, I implemented with Python the solutions of the scheduling problem using different methods, the metaheuristic : genetic algorithm and secondly the dynamic programming.
operational-research scheduling metaheuristic variable-neighborhood-search dynamic-programming recursive-algorithm constraints
Language:Python 13
Gunnstein / lahc
Implementation of Late Acceptance Hill Climbing (lahc) algorithm
algorithm heuristic heuristic-search hill-climbing metaheuristic optimization python
Language:Python 11
Zhouxing-Su / NurseRosteringProblem
Metaheuristic solver for nurse rostering problem. ( http://mobiz.vives.be/inrc2/ )
np combinatorial-optimization metaheuristic tabu-search local-search inrc2 lab
Language:C++ 10
aritrasep / NLNS_VND.jl
NLNS+VND Metaheuristic Algorithm for solving Combinatorial Optimization Problems
combinatorial-optimization heuristics julia metaheuristic metaheuristics tsp vrp
Language:Julia 9
N-Wouda / OR-Analysis
Code for OR Analysis of Complex Systems (Spring 2020).
alns handling-costs metaheuristic operations-research vrp vrpspd
Language:Python 9
SeyedMuhammadHosseinMousavi / Economic-Dispatching-by-Bees-Algorithm
Economic Dispatching by Bees Algorithm
bees-algorithm economic-dispatch economic-dispatch-problem metaheuristic optimization
Language:MATLAB 9
alberto-santini / hybrid-alns
Hybrid ALNS for solving flat-landscape optimisation problems.
operations-research operational-research metaheuristic heuristics adaptive-large-neighbourhood-search hybrid-alns hybrid-algorithms tabu-search global-optimization
Language:C++ 8
giovcandido / swarming
Swarming is a Python3 library that features both parallel and serial implementation of the Particle Swarm Optimization (PSO) algorithm.
optimization parallel metaheuristic python3 library swarm-optimization-algorithm pso optimizer distributed-computing particle-swarm-optimization
Language:Python 6
PedroRamosRguez / Metanalyze
Repositorio con el Trabajo Final de Grado de Pedro Manuel Ramos Rodríguez sobre una aplicación para la validación estadística de metaheurísticas utilizadas para la optimización multi-objetivo
tfg ull metaheuristica analisis-estadistico django optimizacion multi-objetivo metaheuristic statistical-test multi-objective-optimization python
Language:Python 6
rayzxli / AMPO
Adaptive Multi-Population Optimization Algorithm
evolutionary-algorithm multi-population metaheuristic metaheruistics swarm-intelligence portfolio-optimization optimization continuous-optimization metaheuristic-algorithms evolutionary-algorithms evolutionary-computation
Language:Python 6
SeyedMuhammadHosseinMousavi / ABC-Portfolio-Optimization
artificial bee colony algorithm for portfolio optimization
abc abc-al metaheuristic optimiza portfol
Language:MATLAB 6
guillaume-giannantonio / bat-algorithm
A simple JavaScript library implementing the Bat Algorithm for optimization problems.
algorithm algorithmic-optimization bat-algorithm feature-selection function-optimization global-optimization javascript library mathematical-optimization metaheuristic metaheuristics nature-inspired-algorithms nodejs npm npm-package open-source optimization optimization-problem parameter-tuning bat-algorithm-optimization
Language:JavaScript 5
N-Wouda / PL-Hourly-Heuristic
Code for our paper "An adaptive large neighbourhood search metaheuristic for hourly learning activity planning in personalised learning".
alns ilp metaheuristic operations-research personalised-learning scheduling
Language:Jupyter Notebook 5
SeyedMuhammadHosseinMousavi / Harmony-Search-Hub-Location-Allocation-Optimization-Problem
Harmony Search Hub Location Allocation Optimization Problem
bio-inspired facility-location harmony-search optimization hub-location hub-location-allocation metaheuristic
Language:MATLAB 5
SeyedMuhammadHosseinMousavi / TLBO-Minimum-Spanning-Tree
TLBO Minimum Spanning Tree
minimum-spanning-tree mst optimization tlbo metaheuristic
Language:MATLAB 4
wol4aravio / OSOL.Extremum
Open-Source Optimization Library - Extremum
optimization optimization-algorithms mathematics nonlinear-programming heuristic-optimization extremum metaheuristic random-search numerical-optimization numerical-methods open-source opensource library package python
Language:Python 4
Xavier-MaYiMing / Sine-Cosine-Algorithm
global-optimization metaheuristic python sine-cosine-algorithm
Language:Python 4
Zhouxing-Su / GraphColoringProblem
Graph Coloring Problem solver powered by Hybrid Evolutionary Algorithm.
np combinatorial-optimization metaheuristic hybrid-evolutionary-algorithm tabu-search local-search lab
Language:C++ 4
TakumaNakao / metaheuristics_optimization
MetaheuristicAlgorithm
artificial-bee-colony cpp differential-evolution genetic-algorithm harmony-search metaheuristic optimization particle-swarm-optimization
Language:C++ 3

metaheuristic

N-Wouda / ALNS

PyVRP / PyVRP

mahdims / 3D-bin-packing

theosotr / tabu_search-vrpcd

justinlovinger / optimal-py

kkg1999 / MetaheuristicOptimization

tonykero / Moe

Rohit-Kundu / Two-Step-Feature-Enhancement

jjuppe / Hybrid-Genetic-Search-with-Adaptive-Diversity-Control

koptimizer / my_Optimization-studio

osmangokalp / CloudTaskSchedulingOptimization

markkvdb / MDSDHVRP-Solver

telaoumatenyanis / GenAlgo.js

qz89 / AutoOpt

N-Wouda / Euro-NeurIPS-2022

alberto-santini / tsppddl

KmolYuan / metaheuristics-nature-rs

SanELmoumni / Scheduling-problem-in-operational-research-Dynamic-programming-Metaheuristic-VNS-solutions.

Gunnstein / lahc

Zhouxing-Su / NurseRosteringProblem

aritrasep / NLNS_VND.jl

N-Wouda / OR-Analysis

SeyedMuhammadHosseinMousavi / Economic-Dispatching-by-Bees-Algorithm

alberto-santini / hybrid-alns

giovcandido / swarming

PedroRamosRguez / Metanalyze

rayzxli / AMPO

SeyedMuhammadHosseinMousavi / ABC-Portfolio-Optimization

guillaume-giannantonio / bat-algorithm

N-Wouda / PL-Hourly-Heuristic

SeyedMuhammadHosseinMousavi / Harmony-Search-Hub-Location-Allocation-Optimization-Problem

SeyedMuhammadHosseinMousavi / TLBO-Minimum-Spanning-Tree

wol4aravio / OSOL.Extremum

Xavier-MaYiMing / Sine-Cosine-Algorithm

Zhouxing-Su / GraphColoringProblem

TakumaNakao / metaheuristics_optimization