Basic concepts: system, model, simulation. Different types of simulation: Monte Carlo simulation, continuous system simulation, discrete event simulation. Simulation software: modelling and simulation using Arena. Generating random numbers and random variables for simulation study: LCG, inverse transform, convolution. Analysis of input and output data: MLE, Goodness-of-fit test, confidence interval. Verification and validation: concepts and techniques. Queuing models: properties, performance measures and basic formulas. Comparison of alternative designs: paired-t approach, multiple comparison problem. Variance reduction: CRN, AV.
| Academic Units | 3 |
| Exam Schedule | Not Applicable |
| Grade Type | Letter Graded |
| Department Maintaining | CE |
| Prerequisites | Year 3 standing IM1001 & IM2006 OR CE1007 & CE1011 OR CE1107 & CE2100 |
| Mutually Exclusive | |
| Not Available as PE to Programme | REP(ASEN), REP(BIE), REP(CBE), REP(CSC), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME) |
| Index | Type | Group | Day | Time | Venue | Remark |
|---|
0930
1030
1130
1230
1330
1430
1530
1630
1730
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