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Gastvortrag "Two Applications of Multi-Objective Linear Programming"

Prof. Dr. Andreas Löhne von der Universität Jena wird als Teil des "MODUS Seminar" am 21.05.2025 von 12:15–13:45 in S102 (FAN-B) einen Vortrag zum Thema "Two Applications of Multi-Objective Linear Programming" halten.

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.

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