3. 강의목표
시뮬레이션 이론을 학습하고, 복잡한 시스템의 설계, 운영, 평가 등에 적용할 수 있도록 모델링 및 분석 기법을 배우며 실제 문제에 응용해 본다.
This course treats basic concepts of system modeling and simulation, characteristics of the discrete systems, simulation techniques, statistical methods to analyze the results, and application to real-life problems.
4. 강의선수/수강필수사항
IMEN 272 Probability and Statistics for Engineers (공학기초통계)
IMEN 281 Information System Technology (정보시스템기술)
5. 성적평가
Homework 30%
Term Project 30%
Participation & Quiz 10%
Final Exam 30 %
6. 강의교재
도서명 |
저자명 |
출판사 |
출판년도 |
ISBN |
Simulation Modeling & Analysis 5th edition
|
A.M. Law
|
McGraw-Hill International Edition
|
2015
|
978-0-07-340132-4
|
7. 참고문헌 및 자료
I. Grigoryev Anylogic 7 in three days, 2015
W.D. Kelton, R. P. Sadowski, N. B. Swets, Simulation with Arena 6th edition, McGraw-Hill International Edition, 2015
S.C. Albright and W.L. Winston, Spreadsheet Modeling and Applications: Essentials of Practical Management Science, Thomson, 2005
AutoMod 12.4 Beginning AutoMod Tutorial, Brooks Automation, Inc. (available from AutoMod Documentation)
ProModel User’s Guide, Tutorial
8. 강의진도계획
1. Fundamental Simulation Concepts
2. Simulation language (Excel, Anylogic)
3. Verification & Validation
4. Data collection and selecting input probability distribution
5. Random number generation
6. Output data analysis
7. Variance Reduction Techniques
9. 수업운영
*대면수업으로 진행되지만, 상황에 따라 본 강의는 "실시간 화상강의(ZOOM)"로 수업이 진행될 예정임
10. 학습법 소개 및 기타사항
Students are expected to select a simulation-oriented Term Project topic of their own interests. They can also choose one of the past years’ Simulation competition topics (http://www.simulation.or.kr/). The project should be conducted according to the suggested process of the class contents (Problem definition, input analysis, output analysis, verification & validation, etc). Eco-Design related topics are more than welcome. One or two persons can constitute a group.
11. 장애학생에 대한 학습지원 사항
- 수강 관련: 문자 통역(청각), 교과목 보조(발달), 노트필기(전 유형) 등
- 시험 관련: 시험시간 연장(필요시 전 유형), 시험지 확대 복사(시각) 등
- 기타 추가 요청사항 발생 시 장애학생지원센터(279-2434)로 요청