Winter 2023/2024
technology, cloud systems and sharing markets, modern algorithms are expected to be highly adaptive and learn and benefit from the dynamically changing mass of data. In the above examples, our knowledge of the [...] optimize the expected value. Nowadays, another source of information is often available: machine learning algorithms can generate predictions which are accurate most of the time. However, there is no guarantee [...] solutions such as cutting planes, branch & bound, and column generation. Throughout the course, we learn these skills by modeling and solving, for example, scheduling, packing, matching, routing, and ne