Aihong-Sun

PhD-Thesis-Projects

This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop

MOEA-D-and-NSGA--for-FJSP

this repo has use MOEA/D and NSGA-Ⅱ to solve multi-objective FJSP problem

GA_for_FJSP

solve Flexible Job Shop Problem by Genetic Algorithm

FJSP_FP_GA

GA-heuristic-approach_to_simultaneous_-scheduling_or_AGV_and_machine

A hybrid GA/heuristic approach to the simultaneous scheduling of machines and automated guided vehicles,which also can be call as job shop scheduling problem with AGVs

ACO_for_FJSP

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

GA_for_HFSP

HFSP: Hybrid Flow Shop Scheduling Problem

FJSP_AGV-Machine_Instances

The Instances of AGV and machine integrated scheduling problem in flexible job shop

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》

Fuzzy_time_FJSP_Instance

Instance from <A genetic algorithm for flexible job shop scheduling with fuzzy processing time>

Shop_Floor_Item

this repo is use to share item of Shop Floor

mapf

A MAPF framework in C#, with implementations for MA-CBS, ICBS, CBSH, ID, A*, A*+OD, and EPEA*

Joint_Maintenace_and_spare_ordering_Policy_basd_on_RUL

this repo is used for realize thesis<Optimization of Joint Maintenance and Spare ordering Policy Based on Remaining Useful Life Prediction>

JSP_simulation_platform

this is a simulation platform establish for Job shop scheduling

P-DQN

Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space

Gray_wolf_optimizer_for_selectibe_assmbly

this repo proposes a optimal selective assembly Method for remanufacturing product considering quality,cost and resource utilization

Gymjsp

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

MADDPG

Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".

MIP-model-for-FJSP-and-solved-by-Gurobi

the mixed-integer programming model for flexible job shop scheduling problem is solved by gurobi

Multi-Agent-Reinforcement-Learning-papers

Multi-Agent Reinforcement Learning (MARL) papers

gnn_jssp

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

Multi-Agent-Path-Finding

Anonymous Multi-Agent Path Finding (MAPF) with Conflict-Based Search and Space-Time A*

GA_FJSP

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

Gift_exchanging_Game

This repo uses Tkinter to develop a gift exchange game

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*.

MAPF_CBS

Conflict based search implementation for Multi Agent Path Finding Problem. See http://mapf.info/ for inputs

picking-route

Improve Warehouse Productivity using Order Batching

self_GeneIns

Time_Window_Based_Dynamic_Routing_In_MultiAGV_Systems

VRPTW-Column-Generation

A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)