- In duty schedule optimization, personnel resources must be allocated to different tasks. - An example would be the planning of the technical field service or the technical maintenance service. This use case should also take into account that tasks often arise at short notice. - For example, a **Quantum Boltzmann Machine** can be used to train a neural network with data from older duty rosters and their short-term changes.