MATH 412 Optimization

This course introduces main optimization techniques and their applications in physics, engineering, economics and social sciences. After covering unconstrained optimization algorithms, the course focuses on methods to solve linear and nonlinear constrained optimization problems. A special focus on convex optimization and on recent machine learning algorithms complete the course.