TAGS:-RGPV COMPUTER SCIENCE 7TH SEM SYLLABUS I RGPV CSE 7TH SEM SIMULATION AND MODELING SYLLABUS I RGPV SIMULATION SYLLABUS I DOWNLOAD RGPV CSE 7TH SEM SYLLABUS I DOWNLOAD RGPV CSE COMPLETE SYLLABUS I RGTU COMPUTER SCIENCE SYLLABUS I RGPV COMPUTER SCIENCE SYLLABUS FOR SIMULATION
RGPV COMPUTER SCIENCE SIMULATION AND MODELING(CS-703)
Unit-I
Introduction to Modeling and Simulation:Nature of Simulation. Systems , Models and Simulation, Continuous and Discrete Systems, system modeling, concept of simulation, Components of a simulation study, Principles used in modeling,Static and Dynamic physical models, Static and Dynamic Mathematical models Introduction to Static and Dynamic System simulation , Advantages ,Disadvantages and pitfalls of Simulation.
Introduction to Modeling and Simulation:Nature of Simulation. Systems , Models and Simulation, Continuous and Discrete Systems, system modeling, concept of simulation, Components of a simulation study, Principles used in modeling,Static and Dynamic physical models, Static and Dynamic Mathematical models Introduction to Static and Dynamic System simulation , Advantages ,Disadvantages and pitfalls of Simulation.
Unit-II
System Simulation and Continuous System Simulation:Types of System Simulation, Monte Carlo Method,Comparision of analytical and Simulation methods,Numerical,Computation techniques for Continuous and Discrete Models,Distributed LagModels,Cobweb Model.Continuous System models, Analog and Hybrid computers, Digital-Analog Simulators, Continuous system simulation languages ,Hybrid simulation ,Real Time simulations.
System Simulation and Continuous System Simulation:Types of System Simulation, Monte Carlo Method,Comparision of analytical and Simulation methods,Numerical,Computation techniques for Continuous and Discrete Models,Distributed LagModels,Cobweb Model.Continuous System models, Analog and Hybrid computers, Digital-Analog Simulators, Continuous system simulation languages ,Hybrid simulation ,Real Time simulations.
Unit –III
System Dynamics & Probability concepts in Simulation:Exponential growth and decay models, logistic curves ,Generalization of growth models ,System dynamics diagrams, Multi segment models , Representation of Time Delays.Discrete and Continuous probability functions, Continuous Uniformly Distributed Random Numbers, Generation of a Random numbers, Generating Discrete distributions, Non-Uniform Continuously Distributed Random Numbers, Rejection Method.
System Dynamics & Probability concepts in Simulation:Exponential growth and decay models, logistic curves ,Generalization of growth models ,System dynamics diagrams, Multi segment models , Representation of Time Delays.Discrete and Continuous probability functions, Continuous Uniformly Distributed Random Numbers, Generation of a Random numbers, Generating Discrete distributions, Non-Uniform Continuously Distributed Random Numbers, Rejection Method.
Unit-IV
Simulation of Queueing Systems and Discrete System Simulation:Poisson arrival patterns, Exponential distribution, Service times, Normal Distribution Queuing Disciplines, Simulation of single and two server queue. Application of queuing theory in computer system .Discrete Events ,Generation of arrival patterns ,Simulation programming tasks , Gathering statistics, Measuring occupancy and Utilization , Recording Distributions and Transit times
Unit-V
Introduction to Simulation languages and Analysis of Simulation output:GPSS: Action times, Succession of events, Choice of paths, Conditional transfers ,program control statements .SIMSCRIPT: Organization of SIMSCRIPT Program, Names & Labels, SIMSCRIPT statements.Estimation methods , Relication of Runs , Batch Means , Regenerative techniques , Time Series Analysis , Spectral Analysis and Autoregressive Processes.
References Books:
- Gorden G., System simulation, Prentice Hall.
- Seila, Simulation Modeling, Cengage Learning
- Law .,Simulation Modeling And Analysis, McGraw Hill
- Deo, System Simulation with Digital Computer, PHI
- Harrington, Simulation Modeling methods, McGraw Hill
- Severance, “ System Modeling & Simulation, Willey Pub
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