MATH 412 Optimization

This course introduces main optimization techniques and their applications in physics, engineering, economics and social sciences. The course covers unconstrained optimization algorithms and methods to solve linear and nonlinear constrained optimization problems. The course is completed by a particular emphasis on convex optimization and recently developed machine learning algorithms.