Sven Leyffer's Talks

Some of my recent talks

• Optimization for Machine Learning (updated), Purdue University Workshop on Approximation Theory and Machine Learning, September 2018, see also this YouTube recording
• Mixed-Integer PDE-Constrained Optimization, International Symposium on Mathematical Programming, Pittsburgh, July 16, 2015.
• Tips for Writing Proposals, SIAM Annual Meeting, Chicago, July 10, 2014.
• Minitutorial: Mixed-integer Nonlinear Optimization, SIAM Conference on Optimization, San Diego, May 21, 2014.
• Mixed-Integer PDE-Constrained Optimization, Applied Mathematics Research for Exascale Computing, August 21-22, 2013.
• A New Augmented Lagrangian Filter Method, ICCOPT-13 and DOE-ASCR PI Meeting, July 2013.
• Series of six talks on Mixed-Integer Nonlinear Optimization: Applications, Algorithms, and Computation at Graduate School in Systems, Optimization, Control and Networks, Universite catholique de Louvain, February 2013. Based on Mixed-Integer Nonlinear Optimization, Acta Numerica 22:1-131, 2013.
  • Introduction, Modeling, and Applications of MINLP
  • Basic Methods for Convex MINLPs
  • Cutting Plane Methods for Convex MINLPs
  • Methods for Nonconvex MINLPs
  • Methods for Nonconvex MINLPs
  • Heuristics, Mixed-Integer Optimal Control, and Outlook