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Sun Aihong's Projects

aco_for_fjsp icon aco_for_fjsp

this repo is used to solve Flexible Job shop scheduling Problem by ACO

batching-benchmarks icon batching-benchmarks

This project contains accompanying code for Zalando Team BART's (Batching Algorithms) publication Joint Order Selection, Allocation, Batching and Picking for Large Scale Warehouses.

cbsh2 icon cbsh2

Improved Heuristics for Multi-Agent Path Finding with Conflict-Based Search

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

drl-order-batching icon drl-order-batching

Code for paper publication: Deep reinforcement learning-based solution for a multi-objective online order batching problem

drl-path-planning icon drl-path-planning

Apply deep reinforcement learning algorithm to the path planning problem of RMFS

fjsp_fcr icon fjsp_fcr

Instances of the Flexible Job Shop Problem with fixed availability constraints

fjsp_with_loading_and_unloading icon fjsp_with_loading_and_unloading

this is used to reappear thesis 《An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading》

ga_fjsp icon ga_fjsp

this Project use to solve Flexible job shop scheduling Problem by Genetic Algorithm

ga_for_fjsp icon ga_for_fjsp

solve Flexible Job Shop Problem by Genetic Algorithm

gnn_jssp icon gnn_jssp

Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark

gymjsp icon gymjsp

Share a benchmark that can easily apply reinforcement learning in Job-shop-scheduling

han icon han

Heterogeneous Graph Neural Network

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*.

hierarchical-clustering-java icon hierarchical-clustering-java

Implementation of an agglomerative hierarchical clustering algorithm in Java. Different linkage approaches are supported.

job-shop-scheduling icon job-shop-scheduling

OR-Tools vs. CP Optimizer vs. CPLEX for Blocking Job Shop / Simple Job Shop Scheduling Problems

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