III B.E. (Information Technology)

VII SEMESTER

8 IT 04.1 SIMULATIONS AND MODELING

1. The Nature of Simulation: Simulation Model – Static, Dynamic, Deterministic Stochastic Continuous, Discrete Models. 

2. Discrete Event Simulation: Time Advance Mechanism, Components and Organization of a Discrete Event Simulation Model, Selected illustrative Examples of Simulation Application Models.

3. Simulation Software: Modeling of Gmplex, Systems, Use of a simulation Language such as GPSS, SIMSCRIPT, SLAM, GASP, SIMULA.

4. Evaluation of simulation output: Random variables and their roperties Estimation Methods, Goodness of Fit, Confidence Intervals, Variance introduction Techniques. Validation of simulation models.

Recommended Books:

1        Kelton W.D. and Law A.M. – Simulation Modeling and Analysis, II Edition, McGraw Hill.

2        G.A. Kron – Intractive Dynamic System Simulation, McGraw Hill.