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 ) 

2 
09/10 
2. Types of Mathematical Programming 3. Review for Linear Programming 
Lecture Note 
Homework #2 (Linear Programming) 
[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 
