Course description
This course is a systematic introduction to various areas of optimization. The principles of convex analysis are considered, modern results and approaches in solving applied optimization problems are presented. The course contains a set of theoretical foundations in order to understand why and how certain methods work. At the beginning of the course, the main emphasis is on the theoretical apparatus, at the end more attention is paid to optimization methods.