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akeyliu's Projects

aco-jssp icon aco-jssp

Job Shop Scheduling Problem via Ant Colony Optimization

acotsp icon acotsp

Ant Colony Optimization for TSP

alns_efsmtw_mt icon 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.

aps icon aps

APS(Advanced Planning and Scheduling/Production Planning)C#

focusedaco icon focusedaco

C++ implementation of the Focused Ant Colony Optimization (ACO) for solving the TSP

ga-eax icon ga-eax

A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem

gpx2 icon 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 icon 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*.

jdata icon jdata

京东GOC城市物流运输车辆智能调度

lin-kernighan icon 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 icon linkernighantsp

A java implementation of the famous Lin-Kernighan heuristics algorithm implemented for graphic (symmetric) TSP

qtl icon qtl

A friendly and lightweight C++ database library for MySQL, SQLite and ODBC.

ray icon 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.

sa_tsp icon sa_tsp

Q-Learning applied to the classic Travelling Salesman Problem

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