Conjugate Gradient Method Explained, Optimization Lecture 17

The conjugate gradient method for quadratic function minimization is presented. A closed form expression for step size for quadratic functions is obtained, and some key concepts in conjugate gradient methods for quadratics are proved. The secrets behind the formulas used for conjugate gradient methods are revealed. Optimization tutorial #optimizationtechniques #optimization Video to watch next: The Fletcher Reeves and other conjugate gradient methods https://youtu.be/urHAz1YEQ-s Optimization playlist: https://www.youtube.com/playlist?list=PLLbH4oi6GwyQWYMK11UbRyqzbPkvdorjc