ME 454: Optimal Control of Nonlinear Systems, Northwestern University, Spring 2020.
This course covers methods in numerical optimization and optimal control with an emphasis on engineering applications and computation. Topics include differentiation, gradient descent, Newton's method, optimal control, and optimal switching control. Examples are be drawn largely from aerospace, robotics, and biomedical applications.