Date

Contents

Reading Assignment

Aug 28

Lect 1. Introduction to System Engineering

 

Aug 30

Lect 2. Introduction to Systems M&S

Text Book Ch1-2

JD-24, JF-58

Sept 4

Lect 3. Set Theory Based Framework for Systems Modeling;

Any Discrete Math Book

Sept 6

Lect 4. Set-theoretic Formal Modeling and Analysis

Sept 11

Lect 5. Formalism in DES Modeling and Simulation

 

Sept 13

Lect 6. DEVS Model Reuse and Conflict Resolution

Text Book Ch4

Ch6, Ch7

Sept 18

Lect 7. DEVS Simulation Concepts; DEVS Simulation Algorithms(Engine)

Test Book Ch8

Sept 20

Lect 8. DEVS Models Development Process and Implemenation in DEVSim++

DEVSim++ Manual

Sept 25

Lect 9. State Abstraction and C-DEVS Formalism;

Spet 27

Lect 10. Hybrid System Modeling and Simulation

Cf-70, CF-106

JD-37

Oct 2

Holiday.

 

Oct 4

Holiday  

 

Oct 9

Holyday

 

Oct 11

Lect 11. Statistics in DES Modeling/Simulation; Population and Sampling; Sample Statistics

Any Statistics Book

Oct 16/18

Midterm (Project Presentation)

Oct 23

Lect 12. Hypothesis Test and Model Validation

Oct 25

Lect 13 Performance Evaluation; Output Analysis; Comparison of Alternatives

 

Oct 30

Lect 14. M&S for System of Systems and Simulation Interoperation

Nov 1

Lect 15 Mult-fidelity and Multi-resolution Modeling and Simulation

CF-130; JF-62

JD-40

Nov 6

Lect 16. Simulation-based Optimization (1/2)

JF-63,

Nov 8

Lect 17. Simulation-based Optimization (2/2)

JD-46

Nov 13

Lect 18 . Design of Experiment and Meta Modeling

Nov 15

Lect19 . Importance Sampling and Applications(1/2)

JD-38

Nov 20

Lect 20. Importance Sampling and Applications(2/2)

Nov 22

Lect 21. Cellular Automata Modeling and Simulation

CF-30

Nov 27

Lect 22. Convergence in Big Data, Machine Learning and Simulation(1/2)

Nov 29

Lect 23. Convergence in Big Data, Machine Learning and Simulation(2/2)

Dec 4

Lect 24. Applications in Big Data + Machine Learning + Simulation(1/2)

 

Dec 6

Lect 25. Applications in Big Data + Machine Learning + Simulation(2/2)

 

Dec 11~15

Final Exam