Introduction and basic simulation procedures. Different types of simulation models: Monte Carlo simulation, discrete-event simulation. Continuous system simulation. Mixed continuous/discrete-event simulation. Probability and statistics for modeling and simulation. Simulation software. Queuing networks: analytical and simulation modelling of queuing systems. Input and output analysis: random numbers, generating and analysing random numbers, point estimator, interval estimation, comparing alternative system designs, simulation optimization. Variance reduction techniques. Experimental designs.
Programme: CE
Introduction and basic simulation procedures. Different types of simulation models: Monte Carlo simulation, discrete-event simulation. Continuous system simulation. Mixed continuous/discrete-event simulation. Probability and statistics for modeling and simulation. Simulation software. Queuing networks: analytical and simulation modelling of queuing systems. Input and output analysis: random numbers, generating and analysing random numbers, point estimator, interval estimation, comparing alternative system designs, simulation optimization. Variance reduction techniques. Experimental designs.