CISC 855 Nonlinear Optimization Units: 3.00
Methods for computational optimization, particularly examining nonlinear functions of vectors. Topics may include: unconstrained optimization; first-order methods; second-order methods; convex problems; equality constraints; inequality constraints; applications in machine learning.
Offering Faculty: Faculty of Arts and Science