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math.OC2024
A robust optimization approach to flow decomposition
Moritz Stinzendörfer, Philine Schiewe, Fabricio Oliveira
In this paper, we generalize the minimum flow decomposition problem (MFD) to incorporate uncertain edge capacities and tackle it from the perspective of robust optimization. In the…
math.OC2024★ 10 cited
Employing Federated Learning for Training Autonomous HVAC Systems
Fredrik Hagström, Vikas Garg, Fabricio Oliveira
Buildings account for 40% of global energy consumption. A considerable portion of building energy consumption stems from heating, ventilation, and air conditioning (HVAC), and thus…