2 papers
math.OC2025
Bounding-Focused Discretization Methods for the Global Optimization of Nonconvex Semi-Infinite Programs
Evren M. Turan, Johannes Jäschke, Rohit Kannan
We use sensitivity analysis to design bounding-focused discretization (cutting-surface) methods for the global optimization of nonconvex semi-infinite programs (SIPs). We begin by…
eess.SY2025
Learning a convex cost-to-go for single step model predictive control
E. M. Turan, Z. Mdoe, J. Jäschke
For large uncertain systems, solving model predictive control problems online can be computationally taxing. Using a shorter prediction horizon can help, but may lead to poor perfo…