STUDY - Simulation and Modeling
Simulation and its uses, Definition of System, Types of Systems, Simulation Experiments and Field
Experiments, Random Number Generators from Uniform and other Continuous and Discrete Distributions,
Tests of Randomness and Goodness of Fit.
Modeling Process and Concepts of Mathematical Models, Differential, Partial Differential and Difference
Equation Models, Modeling through Graphs, Stochastic Models, Monte-Carlo Integration, Simulation of Single
Server System, Inventory System, Time Sharing Computer System, and Ethernet Model. Verification,
Validation and Comparison of Real System and Simulation Experiments Data, Variance Reduction Techniques,
Simulation Languages: SIMULA, SIMSCRIPT and GPSS.