Design of numerical methods and software for
- large-scale linear and non-linear programming problems
- nonsmooth optimization problems
- mixed-integer programming problems
- parameter estimation in nonlinear dynamic processes
- optimal design and optimal control of nonlinear dynamic processes including feedback control and real-time optimization
- robust parameter estimation and design of robust optimal experiments and sampling schemes in nonlinear dynamic processes
Practical applications in biology, chemistry, astrophysics, economical sciences
see also Research