Section: Slides and support files (optimization part) | Numerical Methods and Optimization | INF - e-learning - Dipartimento di Informatica

Section outline

Introduction to the course
Topology and calculus background
Convex sets and convex functions
Unconstrained optimization -- Exercises on unconstrained optimization
Constrained optimization -- Exercises on constrained optimization
Support Vector Machines for classification problems -- svm1.txt -- svm2.txt -- svm3.txt