The aim of this course is to develop, analyze and solve optimization problems on manifolds by applying numerical algorithms. The course aims to provide theoretical knowledge as well as the ability to conduct research with practical applications.

Fundamentals of differential geometry, applications of optimization on manifolds, optimization algorithms on manifolds (first-order, second-order), geodesic convexity