«
Veranstaltungen
Sie verwenden einen sehr veralteten Browser und können Funktionen dieser Seite nur sehr eingeschränkt nutzen. Bitte aktualisieren Sie Ihren Browser. http://www.browser-update.org/de/update.html
MPI Kolloquiumsreihe: PD Dr. Michael Bortz, Adaptive strategies to explore Pareto frontiers in chemical process design
Termin:
22.08.2019, 16:00 Uhr
bis
22.08.2019, 17:00 Uhr
Typ:
Kolloquium
Ort:
Universitätsplatz 2,
39106 Magdeburg
Veranstalter:
Otto-von-Guericke-Universität Magdeburg
Max-Planck-Institut für Dynamik komplexer technischer Systeme
Kontakt:
M.A. Gabriele Ebel
Adaptive strategies to explore Pareto frontiers in chemical process design
Process design is a multicriteria optimization problem. The first part of this talk is dedicated to a review of adaptive scalarization techniques and their application in chemical process design in an industrial context. This will also include the treatment of uncertainties in model parameters. In the second part of the talk, the use of machine-learning techniques in order to overcome typical challenges in nonlinear optimization will be discussed for specific examples. Among these challenges are, for example, the choice of suitable starting points, the description of feasible regions and the search for globally Pareto optimal points. An adaptive exploration scheme is presented and its potentials and limitations will be illustrated.