akeyliu's repositories
greedylevyacotsp
Epsilon Greedy and Levy Flight ACO for TSP
ACO-JSSP
Job Shop Scheduling Problem via Ant Colony Optimization
alns_efsmtw_mt
alns with local search embedding for E-FMSTW-MT. 2018京东GOC 城市物流运输车辆智能调度.
AntColonyOptimization
Ant Colony Optimization Algorithm using Python.
awesome-rl
Reinforcement learning resources curated
cbacotsp
Contribution-based ACO
fast-cpp-csv-parser
fast-cpp-csv-parser
FocusedACO
C++ implementation of the Focused Ant Colony Optimization (ACO) for solving the TSP
GA-EAX
A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem
gpx2
This repository contains the code for Generalized Partition Crossover 2 (GPX2). An example of how to recombine two random TSP solutions is presented in the main file.
HGS-CVRP
Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.
Kernighan-Lin
C++ implementation Kernighan-Lin Heuristic
Lin-Kernighan
TSP Solver based on Lin-Kernighan, Lin-Kernighan-Helsgaun, 2-opt, 3-opt, Tabu Search heuristics, all algorithms optimized by Numba (JIT-compiler)
LinKernighanTSP
A java implementation of the famous Lin-Kernighan heuristics algorithm implemented for graphic (symmetric) TSP
Python-Ant-Colony-TSP-Solver
Solves the TSP using multithreaded ACO method
rapidcsv
Simple C++ CSV parser library
simple_tsp
Python/Numba implemenation of of Lin-Kernighan-style TSP solver
slh
Implementation of the "Snakes and Ladders" Heuristic for solving the Hamiltonian Cycle Problem
tsp_solver
Exact solver for TSP problems in TSPLIB format. Uses an Branch-and-Bound variant suggested by Volgenant and Jonker [1]. Solves instances up to 100 nodes in a few seconds.
TSPLIB
TSP Lib to verify ACO.
VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem