MSIM4112 - 系統模擬
年級: | 4 |
學分: | 3 |
時間: | 45小時 |
先修單元: | MSIM 1201, AMS1303 or with the Instructor’s permission and upon endorsement of the relevant Chairperson or Programme Director |
單元概要
Examples of complex, discrete-event systems are all around us: hospitals, multiteller
banks, automated manufacturing systems, airports, traffic control systems, etc. In order to
efficiently manage and operate these systems, it is often necessary to apply simulation to
study their performance. This course deals with this category of systems. Topics covered
include modelling techniques, random number generators, Monte Carlo simulation,
output data analysis, and sensitivity analysis.
banks, automated manufacturing systems, airports, traffic control systems, etc. In order to
efficiently manage and operate these systems, it is often necessary to apply simulation to
study their performance. This course deals with this category of systems. Topics covered
include modelling techniques, random number generators, Monte Carlo simulation,
output data analysis, and sensitivity analysis.
學習成果
Upon completion of this module, students should be able to:
- use computer simulation to model complex systems and solve decision problems;
- analyze assumptions made in creating discrete event simulations;
- apply statistical methods in simulation analysis;
- perform sensitivity analyses to test the effects of critical model parameters ; and
- make specific recommendations for system improvement based on model results.