At the end of this course, the student will learn:
- advanced continuous optimisation techniques, focusing on semidefinite and conic optimisation methods
- globalisation techniques and their application to ensure convergence in large-scale optimisation problems
- Newton-Krylov methods for solving nonlinear optimization problems and nonlinear parameter estimation
- multi-objective and nonsmooth optimisation methods