Difference between revisions of "Non-linear programming"

From Optimization for Chemical Engineering: 4G3
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| video_download_link2_MP4_size = 797 M
| video_download_link2_MP4_size = 797 M
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| video_download_link3_MP4 =  
| video_download_link3_MP4 = https://www.dropbox.com/s/gwfgdhrxs370hqh/2015-4G3-Class-06B.mp4?dl=1
| video_download_link3_MP4_size = 840 M
| video_download_link3_MP4_size = 820 M
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[https://docs.google.com/document/d/10oe_laMhtPl5roJGa3C44YlsSvdbHvUAjt6uRMf9q4k  Handout from class]
[https://docs.google.com/document/d/10oe_laMhtPl5roJGa3C44YlsSvdbHvUAjt6uRMf9q4k  Handout from class]
| [https://www.dropbox.com/s/9r9g72vdz411yrb/2015-4G3-Class-06A.mp4?dl=1 Video]  
| [https://www.dropbox.com/s/9r9g72vdz411yrb/2015-4G3-Class-06A.mp4?dl=1 Video]  
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| 11 February
| 06B
| align="left" colspan="1"|
* Unconstrained single-variable optimization using gradient search
* Unconstrained multivariate optimization using gradient search
* Understanding the line search problem
| align="left" colspan="1"|
[https://docs.google.com/document/d/1h9qLQbzeeqtQjf3l9Rmwx-5UKZF-ac2ZqMioupda8cs  Handout from class]
| [https://www.dropbox.com/s/gwfgdhrxs370hqh/2015-4G3-Class-06B.mp4?dl=1 Video]
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Revision as of 18:13, 11 February 2015

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

Download video: Link [797 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