Difference between revisions of "Non-linear programming"

From Optimization for Chemical Engineering: 4G3
Jump to navigation Jump to search
Line 5: Line 5:
| vimeoID1 = 118739752
| vimeoID1 = 118739752
| vimeoID2 = 119151097
| vimeoID2 = 119151097
| vimeoID3 = 119366104
| vimeoID3 = 119366104
| vimeoID4 =  
| vimeoID4 = 121094463
| vimeoID5 =  
| vimeoID5 =  
| vimeoID6 =  
| vimeoID6 =  
Line 28: Line 28:
| video_download_link3_MP4_size = 820 M
| video_download_link3_MP4_size = 820 M
| video_notes3 =
| video_notes3 =
| video_download_link4_MP4 =  
| video_download_link4_MP4 = https://www.dropbox.com/s/m2v00dfowuzrbo8/2015-4G3-Class-08A.mp4?dl=1
| video_download_link4_MP4_size = 820 M
| video_download_link4_MP4_size = 640 M
| video_notes4 =
| video_notes4 =
| video_download_link5_MP4 =  
| video_download_link5_MP4 =  
Line 113: Line 113:
| align="left" colspan="1"|
| align="left" colspan="1"|
[https://docs.google.com/document/d/1vg7ffZUjSSmh1pL1EgeCGJtQnCSC652UWaBanfmqXr0 Handout from class]
[https://docs.google.com/document/d/1vg7ffZUjSSmh1pL1EgeCGJtQnCSC652UWaBanfmqXr0 Handout from class]
|  
| [https://www.dropbox.com/s/m2v00dfowuzrbo8/2015-4G3-Class-08A.mp4?dl=1 Video]
|align="left" colspan="1"|
|align="left" colspan="1"|
|}
|}

Revision as of 02:01, 3 March 2015

Class date(s): 04 February 2015
Download video: Link [433 M]

Download video: Link [797 M]

Download video: Link [820 M]

Download video: Link [640 M]

Resources

Scroll down, if necessary, to see the resources.

Date Class number Topic Slides/handouts for class Video file References and Notes
04 February 05A
  • Why consider unconstrained, single-variable problems
  • Newton's method review to solve these problems

Handout from class

Video
09 February 06A
  • Newton's method reviewed again for unconstrained, single-variable problems
  • Using finite differences instead in Newton's method
  • Multivariate unconstrained optimization

Handout from class

Video
11 February 06B
  • Unconstrained single-variable optimization using gradient search
  • Unconstrained multivariate optimization using gradient search
  • Understanding the line search problem

Handout from class

Video
16 to 27 February 07

Reading week break and midterm

02 March 08A
  • Unconstrained optimization in two variables review
  • Contrasting it back to the single variable case
  • Extending to the multidimensional Newton's method

Handout from class

Video