ant-colony-optimization

Star

Here are 398 public repositories matching this topic...

Language:All

Filter by language

All398 Python129 Java55 Jupyter Notebook53 C++44 MATLAB27 JavaScript17 C#12 C7 Go7 TeX7

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

krishnakumarsekar /awesome-quantum-machine-learning

Star2.9k

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

machine-learning awesome ai qml tensorflow quantum machine-learning-algorithms artificial-intelligence quantum-computing artificial-neural-networks awesome-list fcm kmeans ant-colony-optimization quantum-programming-language hmm-model qubits knn-classification quantum-ai

UpdatedMay 7, 2024
HTML

HaaLeo /swarmlib

Sponsor

Star532

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)

pypi swarm ant-colony-optimization aco tsp cuckoo-search optimization-algorithms particle-swarm-optimization pso firefly-algorithm heuristic-search-algorithms heuristic-optimization artificial-bee-colony levy-walks traveling-salesman-problem tsplib gwo tsplib95 whale-optimization grey-wolf-optimizer

UpdatedDec 16, 2020
Python

ai-winter /matlab_motion_planning

Star452

Motion planning and Navigation of AGV/AMR：matlab implementation of Dijkstra, A*, Theta*, JPS, D*, LPA*, D* Lite, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, Voronoi, PID, LQR, MPC, APF, RPP, DWA, DDPG, Bezier, B-spline, Dubins, Reeds-Shepp etc.

motion-planning rrt a-star rrt-star dijkstra ant-colony-optimization voronoi pid-control d-star jump-point-search theta-star informed-rrt-star lqr-controller mpc-control artificial-potential-field rrt-connect dynamic-window-approach

UpdatedApr 3, 2025
MATLAB

vss2sn /path_planning

Star412

This repository contains path planning algorithms in C++ for a grid based search.

grid genetic-algorithm astar motion-planning rrt path-planning rrt-star dijkstra ant-colony-optimization aco d-star-lite dstarlite jump-point-search pathplanning lpastar dstar-lite

UpdatedNov 16, 2022
C++

rishal-hurbans /Grokking-Artificial-Intelligence-Algorithms

Star355

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

python machine-learning algorithm reinforcement-learning ai genetic-algorithm linear-regression machine-learning-algorithms q-learning evolutionary-algorithms search-algorithm ant-colony-optimization particle-swarm-optimization classification-algorithm

UpdatedMar 5, 2024
Python

Pattio /DeepSwarm

Star325

Neural Architecture Search Powered by Swarm Intelligence 🐜

python machine-learning neural-network ant-colony-optimization swarm-intelligence neural-architecture-search

UpdatedMar 25, 2021
Python

ai4co /reevo

Star177

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

reinforcement-learning genetic-algorithm evolutionary-algorithms vehicle-routing-problem ant-colony-optimization neural-combinatorial-optimization electronic-design-automation traveling-salesman-problem hyper-heuristics orienteering-problem multiple-knapsack-problem bin-packing-problem large-language-models automatic-algorithm-generation llm-agent

UpdatedApr 16, 2025
Python

JingweiToo /Wrapper-Feature-Selection-Toolbox

Star175

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 data-mining genetic-algorithm feature-selection ant-colony-optimization differential-evolution cuckoo-search particle-swarm-optimization firefly-algorithm metaheuristics salp-swarm-optimization harris-hawks-optimization bat-algorithm ant-lion-optimizer grey-wolf-optimizer moth-flame-optimization flower-pollination-algorithm whale-optimization-algorithm multi-verse-optimizer

UpdatedMar 4, 2021
MATLAB

henry-yeh /DeepACO

Star156

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

reinforcement-learning neural-network deep-reinforcement-learning pytorch vehicle-routing-problem meta-heuristic ant-colony-optimization knapsack-problem combinatorial-optimization neural-combinatorial-optimization scheduling-problem traveling-salesman-problem graph-neural-networks routing-problem capacitated-vehicle-routing-problem bin-packing-problem

UpdatedSep 29, 2024
Jupyter Notebook

Evolutionary-Intelligence /DistributedEvolutionaryComputation

Star135

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

machine-learning genetic-algorithm artificial-intelligence genetic-programming evolutionary-algorithms ant-colony-optimization nas evolutionary-computation optimization-algorithms particle-swarm-optimization automl evolutionary-strategies swarm-intelligence evolutionary-robotics swarm-robotics distributed-artificial-intelligence distributed-evolutionary-algorithms parallel-evolutionary-algorithms

UpdatedApr 21, 2025

jonzhaocn /VRPTW-ACO-python

Star127

A python implementation of a ant colony optimization based solution to Vehicle Routing Problem with Time Windows.

vehicle-routing-problem ant-colony-optimization vrptw

UpdatedApr 23, 2024
Python

hchasestevens /monkeys

Star122

A strongly-typed genetic programming framework for Python

python framework ai optimization metaprogramming genetic-programming ipynb ant-colony-optimization

UpdatedJun 13, 2018
Python

khanhnamle1994 /trip-optimizer

Star62

Travel Time Optimization via Ant Colony and Genetic Evolution

python optimization genetic-algorithm jupyter-notebook travel pandas xgboost evolutionary-algorithms matplotlib ant-colony-optimization nump

UpdatedJan 6, 2020
Python

diogo-fernan /aco

Sponsor

Star58

A C++ Ant Colony Optimization (ACO) algorithm for the traveling salesman problem.

c-plus-plus graph ant-colony-optimization aco salesman-problem

UpdatedMay 18, 2019
C++

ccssmnn /hego

Star55

Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...

go optimization genetic-algorithm simulated-annealing ant-colony-optimization evolutionary-algorithm optimization-algorithms particle-swarm-optimization tabu-search

UpdatedFeb 20, 2022
Go

sharma-n /global_optimization

Star54

Heuristic global optimization algorithms in Python

python evolution genetic-algorithm pathfinding hyperparameter-optimization vehicle-routing-problem global-optimization simulated-annealing ant-colony-optimization dds genetic-algorithms particle-swarm-optimization pso nsga-ii tabu-search heuristic-optimization nsga2 travelling-salesman-problem surrogate-based-optimization dynamically-dimensioned-search

UpdatedMar 27, 2021
Jupyter Notebook

rochakgupta /aco-tsp

Star51

Solving Travelling Salesman Problem using Ant Colony Optimization

python machine-learning tour matplotlib ant-colony-optimization tsp tsp-problem swarm-intelligence tsp-solver maxmin-tour

UpdatedSep 11, 2019
Python

smkalami /ypea

Star47

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

optimization genetic-algorithm simulated-annealing ant-colony-optimization differential-evolution evolutionary-computation optimization-algorithms particle-swarm-optimization firefly-algorithm metaheuristics harmony-search evolution-strategies artificial-bee-colony bees-algorithm cma-es imperialistic-competitive-algorithm tlbo covariance-matrix-adaptation biogeography-based-optimization invasive-weed-optimization

UpdatedDec 15, 2020
HTML

ralucanecula /DVRPTW_ACS

Star44

Ant colony system (ACS) based algorithm for the dynamic vehicle routing problem with time windows (DVRPTW). For more details, see this paper "Necula, R., Breaban, M., & Raschip, M.: Tackling Dynamic Vehicle Routing Problem with Time Windows by means of ant colony system. CEC, (2017)" (https://ieeexplore.ieee.org/document/7969606)

transportation vehicle-routing-problem ant-colony-optimization ant-colony-systems dynamic-vehicle-routing-problem time-windows single-objective-optimization