MA 574 - Numerical Optimization

  Fall 2024


Instructor: Xiangxiong Zhang

Office: MATH 406

Email: zhan1966@purdue.edu

Lectures: MWF 9:30am-10:20am @ SCHM 309 (Recitation Hall 309)

Office Hours:  Wednesday 1:30-3pm or by appointment



COURSE DESCRIPTION

Syllabus

NOTES (updated on Oct 23)

Sample Code for Ell-1 minimization

Sample Code for TV minimization

Reference Books (for those with *, online access available via Purdue Library)



Schedule

Note: The schedule is subject to change. Check back for changes and updates. Lecture notes will be posted here.

 
Week Dates Lecture Notes
1
08/19 Introduction   
Part I: Lecture Notes
08/21 Lecture Notes
08/23 Lecture Notes
2
08/26 Lecture Notes
08/28 Lecture Notes
08/30 Lecture Notes
3 09/02 Labor Day. No Class.
09/04
Lecture Notes
09/06 Lecture Notes
4 09/09 Part II: Lecture Notes
09/11
Lecture Notes
09/13 Lecture Notes
5 09/16 Lecture Notes
09/18
Lecture Notes
09/20 Lecture Notes
6 09/23 Lecture Notes
09/25
Lecture Notes
09/27 Lecture Notes
7 09/30 Lecture Notes
10/02
Lecture Notes
10/04 Lecture Notes
8 10/07 Fall Break. No Class.
10/09
Lecture Notes
10/11 Lecture Notes
9 10/14 Part III: Lecture Notes
10/16
Lecture Notes
10/18 Guest Lecture by Dr. Wotao Yin
10 10/21  Lecture Notes
10/23
Same as Oct 16
10/25 Lecture Notes
11 10/28 Lecture Notes
10/30
Same as Oct 28
11/01 Guest Lecture by Dr. Richard Zhang
slides     notes
12 11/04  Part IV: Lecture Notes
11/06
Lecture Notes
11/08 Lecture Notes
13 11/11 Lecture Notes
11/13
Lecture Notes
11/15 Lecture Notes
14 11/18 Lecture Notes
11/20
Lecture Notes
11/22 Lecture Notes
15 11/25 Lecture Notes
11/27
Thanksgiving. No Class.

11/29
16 12/02 Final Presentation
slide1, slide2, slide3
12/04
Final Presentation
slide4, slide5, slide6
12/06 Final Presentation
slide7, slide8, slide9
17 12/09 Final Exam Week. No Class.
12/11
12/13