一、課程說明(Course Description)
This course is intended to give an up-to-date treatment of all the important aspects of simulation modeling and analysis, including discrete event simulation methodology, object-oriented simulation modeling, statistical aspects of simulation, and experimental design for simulation.

二、指定用書(Text Books)

林則孟, "系統模擬理論與應用", 滄海書局, 2001

三、參考書籍(References)

Charles Harrell, Biman K. Ghosh, and Royce O. Bowden, Jr., Simulation Using ProModel, McGraw Hill International Editions, 2012.

Jerry Banks, John S. Carson II, Barry L. Nelson, and David M. Nicol, Discrete
Event System Simulation, 5th edition, Prentice Hall International Editions, 2009.

Law, Averill M. and Kelton, W. D., Simulation Modeling and Analysis, 4th edition,
McGraw-Hill, Inc. 2006.

四、教學方式(Teaching Method)

上課, 作業與討論

五、教學進度(Syllabus)

1. Introduction of Simulation Modeling and Analysis

2. Modeling of discrete event simulation with C

3. Random number generator and random variate generation

4. Model building with Plant Simulation

5. Model verification and validation

6. Input probability distribution.

7. Simulation Output analysis.

8. Comparison of two or more system designs

9. Experimental Design for simulation

10. Simulation Optimization



六、成績考核(Evaluation)

Homeworks 45%
Exam(close book) 25%
Term Project 20%
Class Participation 10%