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Not offered in the current semester · Last offered AY2024/2025 Semester 2
ModsSC4054

Simulation Modelling

Last offered — AY2024/2025 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
Grade Type
PrerequisiteYear 3 standing SC1007, SC2000
Not Available To Programme
Not Available To All Programme With(Admyr 2011-2020)
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive WithCE4015, CZ4015
Not Offered As BDE
Not Offered As Unrestricted ElectiveYes
Exam

Total hours per week: 6 hrs