Lectures related to Optimization and Simulation

Newton's Method: Optimization Techniques Log in to Mediaspace to watch this video

Explores optimization techniques like gradient descent, line search, and Newton's method for efficient problem-solving.

Untitled Log in to Mediaspace to watch this video

The Hessian and Newton's method Log in to Mediaspace to watch this video

Covers the Hessian and Newton's method for optimization using iterative processes.

Learning the Kernel Solution: MGT-418 Tutorial Log in to Mediaspace to watch this video

Explores learning the kernel solution in convex optimization, focusing on predicting outputs using a linear classifier and addressing possible numerical issues.

Basics of Risk Analysis and Management Log in to Mediaspace to watch this video

Introduces the basics of risk analysis and management in civil engineering, covering distributions, statistical reminders, and mathematical interpretation techniques.