Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning
Authors: Wen Song; Xinyang Chen; Qiqiang Li; Zhiguang Cao
Abstract:
Scheduling problems are ubiquitous in real-world manufacturing. Flexible Job-shop Scheduling Problem (FJSP) is of particular interest, since it allows a job to be processed on one of its compatible machine, which offers more flexibility than the standard …