Looks at modern computational methods for solution of unconstrained optimization problems, nonlinear leastsquares, and systems of nonlinear equations. Techniques for building algorithms to solve problems with special structure. Prerequisites: Requires prerequisite course of CSCI 5606 (minimum grade D-). Restricted to graduate students only.