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ModsCZ4015AY2023/2024 Semester 2

Simulation Modelling

AY2023/2024 Semester 2

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.

AUs3.0 AUs
CategoriesCoreBDE
Not Available To All Programme With(Admyr 2021-onwards)
Not Available As PE To ProgrammeREP(ASEN), REP(BIE), REP(CBE), REP(CE), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME)
Mutually Exclusive WithCE4015, SC4054
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