Weekly Schedule and Class Notes
  • Lecture notes : all notes will be posted in this section.
  • It is your responsibility to download, print and bring the notes to the class. Notes will be available 24 hours before each class.

 Week

Date

 Topic

 Reading

 Assignments

Notices and Dues

Notes

 1

09/03

1. Course Organization / Introduction

 Lecture Note

Homework #1

(Course Homepage)

Due on Homework #1

(Midnight, September 12 )

[Lecture01]

 2

09/10

2. Types of Mathematical Programming

3. Review for Linear Programming

 Lecture Note

Homework #2

(Linear Programming)

 

[Lecture02]

[Lecture03]

[Lecture04]

3

09/24

4. Stochastic Programming : new vendor Problem

5. Nonlinear function & FONC

 Lecture Note

Homework #3 & #4

(Newsvendor problem & NLP function)

Due on Homework #2(Midnight, September 23rd )

[Lecture05]

 4

10/01

reading days

 

 

Due on Homework #3 &4(Midnight, Oct 4th )

 

 5

10/08

6. SONC

7. SDG method

8. Dual problem & NLP

9. Dulality Gap

Lecture Note

Homework #5 & #6

(NLP & Dual Problem)

Due on Homework #5 &6(Midnight, Oct 11th )

 

6

10/15

10. Issues in Big Data

11. Dynamic / Reinforcement Programming

12. Nonlinear Programming (II)

13. Metaheuristics (I)

  Lecture Note

     

 7

10/22

Reading day

 Lecture Note

     

 8

10/29

Metaheuristics (II)

 Lecture Note

     

9

11/05

Miderm Exam

 

     

10

11/12

Deep learning (I)

 Lecture Note

     

 11

11/19

Deep learning (II)

Lecture Note

     

 12

11/26

Deep learning (III)

Lecture Note

     

13

12/03

System Integration (I)

Lecture Note

     

14

12/10

System Integration (II)

  Lecture Note

     

 15

12/17

Firnal  Exam