D. Luiza

Order Acceptance and Scheduling in Manufacturing Systems: A Reinforcement Learning Approach

Smart-OAS (Order Acceptance and Scheduling), a Reinforcement Learning-based methodological framework for the integrated OAS process, is introduced, addressing the limitations of traditional heuristic rules, whose efficiency decreases significantly in the presence of critical bottleneck resources.