An analysis of optimization problems involving ReLU neural networks

Authors: Plate, Christoph, Hahn, Mirko, Klimek, Alexander, Ganzer, Caroline, Sundmacher, Kai, Sager, Sebastian

Subject Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.03016

On Convergence of Binary Trust-Region Steepest Descent

Authors: Manns, Paul, Hahn, Mirko, Kirches, Christian, Leyffer, Sven, Sager, Sebastian

Source: Journal of Nonsmooth Analysis and Optimization, Volume 4, Original research articles (July 25, 2023) jnsao:10164

Subject Terms: Mathematics - Optimization and Control, 49J45, 49M05, 90C30

Access URL: http://arxiv.org/abs/2202.07934

Power-to-Chemicals: A Superstructure Problem for Sustainable Syngas Production
KoMSO workshop on Mathematical modeling of energy systems

Authors: Garmatter, Dominik, Maggi, Andrea, Wenzel, Marcus, Monem, Shaimaa, Hahn, Mirko, Stoll, Martin, Sager, Sebastian, Benner, Peter, Sundmacher, Kai

Source: Mathematics in industry. 34:145-170

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606934542&indx=1&recIds=ETOCCN606934542

Autonomous traffic at intersections: An optimization‐based analysis of possible time, energy, and CO2 savings

Authors: Le, Do Duc, Merkert, Maximilian, Sorgatz, Stephan, Hahn, Mirko, Sager, Sebastian

Source: Networks. 79(3):338-363

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100168411613.0x000001&indx=1&recIds=ETOCvdc_100168411613.0x000001

Decomposition and Approximation for PDE-Constrained Mixed-Integer Optimal Control

Authors: Hahn, Mirko, Kirches, Christian, Manns, Paul, Sager, Sebastian, Zeile, Clemens

Source: International series of numerical mathematics. 172:283-306

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN628735267&indx=1&recIds=ETOCRN628735267

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pycombina: An Open-Source Tool for Solving Combinatorial Approximation Problems Arising in Mixed-Integer Optimal Control

Authors: Bürger, Adrian ^{⁎, ⁎⁎}, Zeile, Clemens ^⁎⁎⁎, Hahn, Mirko ^⁎⁎⁎, Altmann-Dieses, Angelika ^⁎, Sager, Sebastian ^⁎⁎⁎, Diehl, Moritz ^{⁎⁎, ⁎⁎⁎⁎}

Source: In IFAC PapersOnLine 2020 53(2):6502-6508

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Method and device for phase correction of a vertically distorted digital image