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You are here:Open notes-->VTU-->10CS82

10CS82

How to study this subject



UNIT–18 HoursIntroduction:When simulation is the appropriate tool and when it is not appropriate; Advantages and disadvantagesofSimulation; Areasofapplication; Systemsandsystemenvironment; Componentsofasystem; Discreteandcontinuoussystems; Modelofasystem;TypesofModels;Discrete EventSystemSimulation;StepsinaSimulationStudy. ThebasicsofSpreadsheetsimulation,Simulationexample :Simulationofqueuingsystemsinaspreadsheet.

UNIT–26 HoursGeneralPrinciples,SimulationSoftware:ConceptsinDiscrete-EventSimulation:TheEvent-Scheduling/Time-AdvanceAlgorithm,WorldViews,ManualsimulationUsingEventScheduling;Listprocessing. SimulationinJava;Simulationin GPSS

UNIT–3 6HoursStatisticalModelsinSimulation: Reviewofterminologyandconcepts;Usefulstatisticalmodels; discretedistributions;Continuousdistributions;Poissonprocess; Empiricaldistributions.

UNIT–4 6Hours QueuingModels:Characteristicsofqueuingsystems;Queuingnotation;Long-runmeasuresofperformanceofqueuingsystems;Steady-statebehaviorofM/G/1queue;Networksofqueues;Rough-cutmodeling:Anillustration

NIT–58 HoursRandom-NumberGeneration,Random-VariateGeneration:Propertiesofrandomnumbers;Generationofpseudo-randomnumbers;Techniquesforgeneratingrandomnumbers; TestsforRandomNumbersRandom-VariateGeneration:Inversetransformtechnique;Acceptance-Rejectiontechnique;Specialproperties. 

UNIT–66 HoursInputModeling:DataCollection;Identifyingthedistributionwithdata; Parameterestimation;GoodnessofFitTests;Fittinganon-stationaryPoissonprocess;Selectinginputmodelswithoutdata;MultivariateandTime-Seriesinputmodels.
UNIT–76HoursEstimationofAbsolutePerformance: Typesofsimulationswithrespecttooutputanalysis;Stochasticnatureofoutputdata; Absolutemeasuresofperformanceandtheirestimation; Outputanalysisforterminatingsimulations;Outputanalysisforsteady -statesimulations
U

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sjbit.edu.in/app/course-material/CSE/VIII/SOFTWARE  ARCHITECTURES [10IS81]/CSE-VIII-SOFTWARE  ARCHITECTURES [10IS81]-NOTES.pdf

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