akeyliu

Pinned Repositories

ACO-JSSP
Job Shop Scheduling Problem via Ant Colony Optimization
Language:Python00
acotsp
Ant Colony Optimization for TSP
Language:C0 2 00
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.
Language:C++00
ant-tsp
Language:C++00
AntColonyOptimization
Ant Colony Optimization Algorithm using Python.
Language:Python00
APS
APS(Advanced Planning and Scheduling/Production Planning)C#
Language:C#00
awesome-rl
Reinforcement learning resources curated
00
benchmark
Language:HTML00
cbacotsp
Contribution-based ACO
Language:C00
greedylevyacotsp
Epsilon Greedy and Levy Flight ACO for TSP
Language:C2 2 11

akeyliu's Repositories

akeyliu/greedylevyacotsp
Epsilon Greedy and Levy Flight ACO for TSP
Language:C2 2 11
akeyliu/ACO-JSSP
Job Shop Scheduling Problem via Ant Colony Optimization
Language:Python00
akeyliu/acotsp
Ant Colony Optimization for TSP
Language:C0 2 00
akeyliu/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.
Language:C++00
akeyliu/AntColonyOptimization
Ant Colony Optimization Algorithm using Python.
Language:Python00
akeyliu/awesome-rl
Reinforcement learning resources curated
00
akeyliu/benchmark
Language:HTML00
akeyliu/cbacotsp
Contribution-based ACO
Language:C00
akeyliu/CLogger
Language:C++2 0
akeyliu/fast-cpp-csv-parser
fast-cpp-csv-parser
Language:C++1 0
akeyliu/FocusedACO
C++ implementation of the Focused Ant Colony Optimization (ACO) for solving the TSP
akeyliu/GA-EAX
A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem
akeyliu/GA-for-TSP
akeyliu/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.
Language:C++0 0
akeyliu/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*.
akeyliu/Kernighan-Lin
C++ implementation Kernighan-Lin Heuristic
akeyliu/levyacotsp
Language:C2 0
akeyliu/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)
akeyliu/Lin-Kernighan-Heuristic-approach-to-solving-TSP
Language:C++0 0
akeyliu/LinKernighanTSP
A java implementation of the famous Lin-Kernighan heuristics algorithm implemented for graphic (symmetric) TSP
Language:Java0 0
akeyliu/MyTSP
akeyliu/Python-Ant-Colony-TSP-Solver
Solves the TSP using multithreaded ACO method
akeyliu/rapidcsv
Simple C++ CSV parser library
Language:C++
akeyliu/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Language:Python1 0
akeyliu/simple_tsp
Python/Numba implemenation of of Lin-Kernighan-style TSP solver
akeyliu/slh
Implementation of the "Snakes and Ladders" Heuristic for solving the Hamiltonian Cycle Problem
akeyliu/tiny-dnn
header only, dependency-free deep learning framework in C++14
Language:C++1 0
akeyliu/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.
akeyliu/TSPLIB
TSP Lib to verify ACO.
akeyliu/VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem