Shape | Hamro CSIT Shape | Hamro CSIT Shape | Hamro CSIT Shape | Hamro CSIT
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.

Subject Image | Hamro CSIT
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

701+ Students

Questions : 3+

Read Note
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

709+ Students

Questions : 3+

Read Note
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

583+ Students

Questions : 2+

Read Note
Markov Chains

Features, Process Examples, Applications

Features, Process Examples, Applications

585+ Students

Questions : 2+

Read Note
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

651+ Students

Questions : 4+

Read Note
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

530+ Students

Questions : 2+

Read Note
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

520+ Students

Questions : 3+

Read Note
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

493+ Students

Questions : 5+

Read Note
HAMROCSIT.COM

Copyright 2022 | HAMROCSIT.COM | All Right Reserved