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Subject

Simulation and Modeling

Simulation and Modeling course consists of an introduction to systems, modeling, and simulation of different types of systems. It includes the modeling of systems, their validation, verification, and analysis of simulation output. It comprises the concept of queuing theory, random number generation as well as the study of some simulation languages.

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Introduction to Simulation

System and System Environment, Components of System, Discrete and Continuous System, System Simulation, Model of a System, Types of Model, Use of Differential and Partial dif. . .

System and System Environment, Components of System, Discrete and Continuous System, System Simulation, Model of a System, Types of Model, Use of Differential and Partial differential equations in Modeling, Advantages, Disadvantages and Limitations of Simulation, Application Areas, Phases in Simulation Study

274+ Students

Questions : 2+

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Simulation of Continuous and Discrete System

Continuous System Models, Analog Computers, Analog Methods, Hybrid Simulation, Digital-Analog Simulators, Feedback Systems Discrete Event Simulation, Representation of tim. . .

Continuous System Models, Analog Computers, Analog Methods, Hybrid Simulation, Digital-Analog Simulators, Feedback Systems Discrete Event Simulation, Representation of time, Simulation Clock and Time Management, Models of Arrival Processes - Poisson Processes, Non-stationary Poisson Processes, Batch Arrivals; Gathering statistics, Probability, and Monte Carlo Simulation

267+ Students

Questions : 3+

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Queuing System

Characteristics and Structure of Basic Queuing System, Models of Queuing System, Queuing notation, Single server and Multiple server Queueing Systems, Measurement of Queueing. . .

Characteristics and Structure of Basic Queuing System, Models of Queuing System, Queuing notation, Single server and Multiple server Queueing Systems, Measurement of Queueing System Performance, Elementary idea about networks of Queuing with particular emphasis on the computer system, Applications of queuing system

209+ Students

Questions : 2+

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Markov Chains

Features, Process Examples, Applications

Features, Process Examples, Applications

176+ Students

Questions : 2+

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Random Numbers

Random Numbers and their properties, Pseudo-Random Numbers, Methods of generation of Random Numbers, Tests for Randomness - Uniformity and independence, Random Variate Generation

Random Numbers and their properties, Pseudo-Random Numbers, Methods of generation of Random Numbers, Tests for Randomness - Uniformity and independence, Random Variate Generation

222+ Students

Questions : 3+

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Verification and Validation

Design of Simulation Models, Verification of Simulation Models, Calibration and Validation of the models, Three-Step Approach for Validation of Simulation Models, Accreditati. . .

Design of Simulation Models, Verification of Simulation Models, Calibration and Validation of the models, Three-Step Approach for Validation of Simulation Models, Accreditation of Models

169+ Students

Questions : 3+

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Analysis of Simulation Output

Confidence Intervals and Hypothesis Testing, Estimation Methods, Simulation run statistics, Replication of runs, Elimination of initial bias

Confidence Intervals and Hypothesis Testing, Estimation Methods, Simulation run statistics, Replication of runs, Elimination of initial bias

155+ Students

Questions : 4+

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Simulation of Computer Systems

Simulation Tools, Simulation Languages: GPSS, Case Studies of different types of Simulation Models and Construction of sample mathematical models

Simulation Tools, Simulation Languages: GPSS, Case Studies of different types of Simulation Models and Construction of sample mathematical models

148+ Students

Questions : 5+

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