JNTUK B.Tech System Modeling and Simulation gives you detail information of System Modeling and Simulation R13 syllabus It will be help full to understand you complete curriculum of the year.
UNIT I : Basic Concepts: Hierarchy Types – Elements of a system – system description – Modeling definition – Functions, classification. Simulation Structure of Simulation Models – Modeling approaches – System simulation – Definition – The Simulation process –Advantages
UNIT II : Techniques For Random Number Generation : Simulation of random phenomena – Monte-Carlo sampling – Random number generation – Mid square method – Mid product method – Multiplicative congruential method – Additive congruential method,
UNIT III : Randomness Testing : Testing for randomness – Chi-square method – Kolmogrov method – Runs test – Gasp test.
UNIT IV : Data Preparation : Correlation and regression analysis – Curve fitting – Fitting of known distributions – Uniform, normal, exponential Poisson, Weibull empirical distribution – Time flow mechanism – Flow diagram
UNIT V : Simulation Of Discrete System : Simulation of an event occurrence using random number table – Simulation of component failure using exponential and Weibull models Simulation of single server and two server queue – Simulation of an inventory system. Planning of simulation experiments – Tactical planning – Run length determination – Validation of simulation models – Analysis of simulation results.
UNIT VI : Simulation Languages : Introduction – Basic Concepts and Advantages of GPSS – Case Example – Basic concepts and advantages of SIMSCRIPT – Case example.
TEXT BOOKS
- “System Simulation with Digital Computers”, Narasingh Deo, PHI, 1979.
- “System Simulation”, Geoffrey Gordon, PHI, 1995.
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