Simulation Modelling

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.

AUs	3.0 AUs
Exam	N/A
Grade Type	N/A
Maintaining Dept	N/A
Prerequisites	, or , CZ2100
Mutually Exclusive With	CE4015, SC4054
Not Available To Programme	N/A
Not Available To All Programme With	(Admyr 2021-onwards)
Not available as Core for programmes	N/A
Not Available as PE for programmes	REP(ASEN), REP(BIE), REP(CBE), REP(CE), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME)
Not Available as BDE/UEs for programmes	N/A
Not Offered To	N/A

Total hours per week: 0 hrs

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No indexes available for this semester
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