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Optimization for and with Machine Learning (OPTIMAL) OPTIMAL

Presentations and recordings

The workshop on Machine Learning for Optimization was held on September 29th, 2021 at the University of Amsterdam. The following selected presentations and recordings from this workshop are shared as dissemination from the OPTIMAL project.

Presentations and lecture recordings

  • Ilker Birbil (University of Amsterdam) - Optimization and Machine Learning: Overview and Current Research
  • Seppo Pieterse, Willem Feijen (Quintiq/Dassault Systemes/CWI) - Improving Solutions Using Machine Learning
  • Max Snijders, Max Barkhausen (BCG Gamma) - Branching on Autopilot. Scalable Network Scheduling Using Reinforcement Learning and LNS
  • Herke van Hoof (University of Amsterdam) - Learning New Heuristic for Combinatorial Problems
  • Joaquim Gromicho (ORTEC) - Machine Learning & Optimization @ORTEC
Machine Learning and Optimisation - Overview and Current Research - Ilker Birbil (University of Amsterdam) Presentation - Ilker Birbil (University of Amsterdam)
Improving Solutions Using Machine Learning - Seppo Pieterse and Willem Feijen (Quintiq/Dassault Systemes/CWI) Presentation - Seppo Pieterse, Willem Feijen (Quintiq/Dassault Systemes/CWI)
Branching on Autopilot - Max Snijders, Max Barkhausen (BCG Gamma) Presentation - Max Snijders, Max Barkhausen (BCG Gamma)
Learning new heuristics for combinatorial problems - Herke van Hoof (University of Amsterdam) Presentation - Herke van Hoof (University of Amsterdam)
Machine Learning and Optimisation - ORTEC (Joaquim Gromicho, ORTEC) Presentation - Joaquim Gromicho (ORTEC)

OPTIMAL Research project

The research project Optimization for and with Machine Learning (OPTIMAL) is an ENW-GROOT research project funded by NWO. It is a collaboration between researchers from Centrum Wiskunde & Informatica (CWI), Delft University of Technology (TU Delft) and the University of Amsterdam (UvA). It started in 2020 and will end in 2025. Research from this project will be shared in various events. For more information about this research project visit the project site OPTIMAL.uva.nl and the events calendar.