Solutions Manual for Modeling and Analysis of Stochastic Systems 3rd Edition by Vidyadhar G. Kulkarni Chapter 1-10 Complete Guide A+

SYSTEM MODELLING AND SIMULATION
m m m 06CS82

SYLLABUS

PARTm–mA
UNITm–m1 8mHours
Introduction:mWhenmsimulationmismthemappropriatemtoolmandmwhenmitmismnotmappropriate;mAdvanta
gesmandm disadvantagesmofmSimulation;mAreasmofmapplication;mSystemsmandmsystemmenvironment;m
Componentsmofmamsystem;mDiscretemandmcontinuousmsystems;mModelmofmamsystem;mTypesmofmMod
els;mDiscrete-
EventmSystemmSimulation;mStepsminmamSimulationmStudy.mThembasicsmofmSpreadsheetmsimulation,m
Simulationmexample:mSimulationmofmqueuingmsystemsminmamspreadsheet.

UNITm–m2 6mHours
GeneralmPrinciples,mSimulationmSoftware:mConceptsminmDiscrete-
EventmSimulation:mThemEvent-mSchedulingm/mTime-
AdvancemAlgorithm,mWorldmViews,mManualmsimulationmUsingmEventmScheduling;mListmprocessin
g.mSimulationminmJava;mSimulationminmGPSS

UNITm–m3 6mHours
StatisticalmModelsminmSimulation:mReviewmofmterminologymandmconcepts;mUsefulmstatisticalmmo
dels;mdiscretemdistributions;mContinuousmdistributions;mPoissonmprocess;mEmpiricalm distributions.

UNITm–m4 6mHours
QueuingmModels:mCharacteristicsmofmqueuingmsystems;mQueuingmnotation;mLong-
runmmeasuresmofmperformancemofmqueuingmsystems;mSteady-
statembehaviormofmM/G/1mqueue;mNetworksmofmqueues;mRough-cutmmodeling:mAnmillustration..

PARTm–mB
UNITm–m5 8mHours
Random-NumbermGeneration,mRandom-
VariatemGeneration:mPropertiesmofm randommnumbers;mGenerationmofmpseudo-
randommnumbers;mTechniquesmformgeneratingmrandommnumbers;mTestsmformRandommNumbersmRa
ndom-VariatemGeneration:mInversemtransformmtechnique;mAcceptance-
mRejectionmtechnique;mSpecialmproperties.




UNITm–m6 6mHours
InputmModelingm:mDatamCollection;mIdentifyingmthemdistributionmwithmdata;mParametermestimatio
n;mGoodnessmofmFitmTests;mFittingmamnon-
stationarymPoissonmprocess;mSelectingminputmmodelsmwithoutmdata;mMultivariatemandmTime-
Seriesminputmmodels.

UNITm–m7 6mHours
EstimationmofmAbsolutemPerformance:mTypesmofmsimulationsmwithmrespectmtomoutputmanalysis;mSto
chasticmnaturemofmoutputmdata;mAbsolutemmeasuresmofmperformancemandmtheirmestimation;mOutputmana
lysismformterminatingmsimulations;mOutputmanalysismformsteady-statemsimulations.

UNITm–m8 6mHours
Verification,mCalibration,mandmValidation;mOptimization:mModelmbuilding,mverificationmandmv
Dept.mofmISE,mSJBI 1
T

,SYSTEM MODELLING AND SIMULATION
m m m 06CS82
alidation;mVerificationmofmsimulationmmodels;mCalibrationmandmvalidationmofmmodels,moptimizatio
nmviamSimulation




Dept.mofmISE,mSJBI 2
T

,SYSTEM MODELLING AND SIMULATION
m m m 06CS82

TextmBooks:
1. JerrymBanks,mJohnmS.mCarsonmII,mBarrymL.mNelson,mDavidmM.mNicol:mDiscrete-
EventmSystemmSimulation,m5thmEdition,mPearsonmEducation,m2010.
(ListedmtopicsmonlymfrommChapters1mtom12)

ReferencemBooks:
1. LawrencemM.mLeemis,mStephenmK.mPark:mDiscretem–
mEventmSimulation:mAmFirstmCourse,mPearsonmEducation,m2006.

2. AverillmM.mLaw:mSimulationmModelingmandmAnalysis,m4thmEdition,mTatamMcGraw-Hill,m2007.




Dept.mofmISE,mSJBI 3
T

, SYSTEM MODELLING AND SIMULATION
m m m 06CS82

TABLEmOFmCONTENTS


PagemNo.
UNITm-m1 INTRODUCTION

Whenmsimulationmismthemappropriatemtoolmandmwhenmitmis
mnotmappropriate;
1.1 7-45


AdvantagesmandmdisadvantagesmofmSimulation;mAreasmof
1.2
application;

1.3 Systemsmandmsystemmenvironment;mComponentsmofmamsy
stem;

1.4 Discretemandmcontinuousmsystems;mModelmofmamsystem;

1.5 TypesmofmModels;mDiscrete-EventmSystemmSimulation;

1.6 StepsminmamSimulationmStudy.

1.7 Simulationmexamples:mSimulationmofmqueuingmsystems;m
Simulationmofminventorymsystems;mOthermexamplesmofmsi
mulation.



UNITm-m2 GENERALmPRINCIPLES,mSIMULATIONmSOFTWARE

2.1 Conceptsminm Discrete-EventmSimulation: 46-63

2.2 ThemEvent-Schedulingm/mTime-AdvancemAlgorithm,

2.4 WorldmViews,

2.5 ManualmsimulationmUsingmEventmScheduling;mListmproc
essing.mSimulationminmJava;mSimulationminmGPSS



UNIT-3 STATISTICALmMODELSmINmSIMULATION

3.1 Reviewmofmterminologymandmconcepts;. 64-80

3.2 Usefulmstatisticalmmodels;

3.3 Discretemdistributions



Dept.mofmISE,mSJBI 4
T