Department of Chemical Engineering Imperial College London In this presentation, we will first give an
overview of the mathematical foundations of multi-parametric programming
for different classes of mathematical models, such as quadratic,
mixed-integer linear, mixed-integer quadratic, and general convex
continuous and mixed-integer optimization problems. We will then discuss
some new theoretical results for bi-level and global parametric
optimization problems. Finally, we will show the tremendous potential of
parametric programming in the context of model based optimal control. |