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Guest Lecture "Two Applications of Multi-Objective Linear Programming"
Prof. Dr. Andreas Löhne from the University of Jena will give a lecture as part of the “MODUS Seminar” on 21 May 2025 from 12:15–1:45 p.m. in S102 (FAN-B). The title of his talk is: “Two Applications of Multi-Objective Linear Programming.”
Abstract: We explore two less conventional applications of multi-objective linear programming (MOLP). In the first application, we employ a MOLP solver to compute geometric operations on polyhedra, including the Minkowski sum, intersection, and the convex hull of their union. The second application addresses multi-objective optimization problems involving two sequential decision makers. The first decision maker controls a subset of variables and acts initially, while the second controls the remaining variables and acts subsequently. This setting gives rise to a multi-stage decision problem, which can be interpreted as an optimization problem with a set-valued objective function—commonly referred to as a set optimization problem. We examine this framework in detail, discussing solution methodologies, the underlying decision-making structure, and practical applications. Furthermore, we highlight the equivalence of such problems to classical multi-objective linear programs.