MULTI DIMENSIONAL GRADIENT METHOD (CHAPTER 09.04)

 

Theory : Part 1 of 2

 

By Duc Nguyen

TOPIC DESCRIPTION
 
Learn the Multi-Dimensional Gradient Method of optimization via an overview of the gradient based methods, gradient and Hessian of an objective function (with multi-variables).

 

 
ALL VIDEOS FOR THIS TOPIC
 

Multi Dimensional Gradient Method of Optimization: Theory: Part 1 of 2 [YOUTUBE 11:34]

Multi Dimensional Gradient Method of Optimization: Theory: Part 2 of 2 [YOUTUBE 14:33]

Multi Dimensional Gradient Method of Optimization: Example: Part 1 of 2 [YOUTUBE 13:50]

Multi Dimensional Gradient Method of Optimization: Example: Part 2 of 2 [YOUTUBE 04:44]
COMPLETE RESOURCES
  Get in one place the following: a textbook chapter, a PowerPoint presentation, individual YouTube lecture videos, worksheets to illustrate the method and its convergence, and multiple-choice questions on Multi Dimensional Gradient Method.