IbrahimAbdallahElgendy/Flow-Shop-Scheduling-Based-On-Reinforcement-Learning-Algorithm

Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm

Python

Flow-Shop-Scheduling-Based-On-Reinforcement-Learning-Algorithm (Cont.)

§ Data source

Project使用的兩個 9x5、20x5 flow shop資料，皆取自 OR_Library 內所提供的 flow shop 例子

§ Reference

Peter, S. 2003. “Flow-shop Scheduling Based on Reinforcement Learning Algorithm.” Journal of Production Systems and Information Engineering, A Publication of the University of Miskolc 1: 83–90.
YC Fonseca-Reyna, Q-Learning Algorithm Performance For M-Machine, N-Jobs Flow Shop Scheduling Problems To Minimize Makespan
MARTÍNEZ, Y. (2012): A Generic Multi-Agent Reinforcement Learning Approach for Scheduling Problems. PhD Thesis, Vrije Universiteit Brussel, 169 p.