188 skills found · Page 1 of 7
guofei9987 / Scikit OptGenetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
HaaLeo / SwarmlibThis 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)
pjmattingly / Ant Colony OptimizationImplementation of the Ant Colony Optimization algorithm (python)
Akavall / AntColonyOptimizationAnt Colony Optimization Algorithm using Python.
cuntou0906 / Route Planninguse some algorithm to solve the Route Planning. Including Genetic Algorithm(GA),Particle Swarm Optimization(PSO),ant colony optimization(ACO).
jonzhaocn / VRPTW ACO PythonA python implementation of a ant colony optimization based solution to Vehicle Routing Problem with Time Windows.
SajadAHMAD1 / Chaotic GSA For Engineering Design ProblemsAll nature-inspired algorithms involve two processes namely exploration and exploitation. For getting optimal performance, there should be a proper balance between these processes. Further, the majority of the optimization algorithms suffer from local minima entrapment problem and slow convergence speed. To alleviate these problems, researchers are now using chaotic maps. The Chaotic Gravitational Search Algorithm (CGSA) is a physics-based heuristic algorithm inspired by Newton's gravity principle and laws of motion. It uses 10 chaotic maps for global search and fast convergence speed. Basically, in GSA gravitational constant (G) is utilized for adaptive learning of the agents. For increasing the learning speed of the agents, chaotic maps are added to gravitational constant. The practical applicability of CGSA has been accessed through by applying it to nine Mechanical and Civil engineering design problems which include Welded Beam Design (WBD), Compression Spring Design (CSD), Pressure Vessel Design (PVD), Speed Reducer Design (SRD), Gear Train Design (GTD), Three Bar Truss (TBT), Stepped Cantilever Beam design (SCBD), Multiple Disc Clutch Brake Design (MDCBD), and Hydrodynamic Thrust Bearing Design (HTBD). The CGSA has been compared with seven state of the art stochastic algorithms particularly Constriction Coefficient based Particle Swarm Optimization and Gravitational Search Algorithm (CPSOGSA), Standard Gravitational Search Algorithm (GSA), Classical Particle Swarm Optimization (PSO), Biogeography Based Optimization (BBO), Continuous Genetic Algorithm (GA), Differential Evolution (DE), and Ant Colony Optimization (ACO). The experimental results indicate that CGSA shows efficient performance as compared to other seven participating algorithms.
rhgrant10 / AcopyA Python implementation of the Ant Colony Optimization Meta-Heuristic
ppoffice / Ant Colony TspSolve TSP using Ant Colony Optimization in Python 3
khanhnamle1994 / Trip OptimizerTravel Time Optimization via Ant Colony and Genetic Evolution
jullyjelly / Intelligent AlgorithmOptimization problem solving: genetic algorithm, ant colony algorithm, tabu search algorithm, simulated annealing algorithm, particle swarm optimization
diogo-fernan / AcoA C++ Ant Colony Optimization (ACO) algorithm for the traveling salesman problem.
ccssmnn / HegoMetaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...
Haghrah / ACO Robot Path PlanningSimulation of a paper which has used Ant Colony Optimization algorithm for robot path planning ...
rochakgupta / Aco TspSolving Travelling Salesman Problem using Ant Colony Optimization
yinchuandong / GA AS AlgorithmGenetic Algorithm (GA) and Ant Colony Optimization (ACO) for travel itinerary planning
EvanOman / AntColonyOptimization TSPAn Ant Colony Optimization algorithm for the Traveling Salesman Problem
cptanalatriste / IsulaA Java Framework for Ant Colony Optimization algorithms.
ganyariya / MTSP ACOmulti traveling salesman problem with ant colony optimization
addejans / ACO JSSPJob Shop Scheduling Problem via Ant Colony Optimization
