Algorithms for Unconstrained Optimization

The purpose of this course is to develop mathematical, modeling, and computational skills for optimization. The emphases in this video are modeling and computation.

This video discusses line search, gradient descent, and Newton’s method. More information on the algorithms can be found in Chapter 9 of the book by Boyd.