We can see through our readings that scheduling is an important part of organizational and supply chain management. Theoretically, the systems, algorithms, and studied processes makes sense on paper but, what about real world scenarios? Many models fail to into account common issues impacting schedules (Nuijten, 2023). For example, a hospital setting. Currently, many countries, Canada as well, are experiencing a nursing shortage (CBC Radio, 2021). How can a schedule remain robust if there simply is not enough personnel to fill the required shifts for an organization to remain in operation