第1題HowdoyouperformmatrixmultiplicationinMATLAB?()AUsingthe*operatorBUsingthe.*operatorCUsingthemtimesfunctionDUsingthematrixmultfunction第2題Howdoyoucalculatethesquarerootofeachelementinamatrix?()AUsingthe"sqrt"functionBUsingthe"^"operatorwithanexponentof0.5CUsingthe"power"functionwithanexponentof0.5DBytakingthemeanofeachelementandthensquaringit第3題Whatisthecommandtoraiseeachelementofamatrixtoapower?()A^

operatorBpower

functionCelementPower

functionDraise

function第4題Howdoyouperformelement-wisedivisionoftwomatricesinMATLAB?()AUsingthe"/"operatorBUsingthe"./"operatorCUsingthe"divide"functionDBysubtractingthereciprocalofonematrixfromtheother第5題HowdoyouaddtwomatricesinMATLAB?()AUsingthe"+"operatorBUsingthe"sum"functionCUsingthe"add"functionDByconcatenatingthem第6題HowdoyoufindthesumofallelementsinavectorinMATLAB?()Asum(vector)Btotal(vector)Cadd(vector)Daccumulate(vector)第7題WhatisthecommandtocommentalineofcodeinMATLAB?()A%B#C//D/**/第8題WhatisthecommandtosaveaMATLABworkspacetoafile?()AsaveworkspaceBexportworkspaceCsavesDsave第9題WhatisthecommandtoplotalineinMATLAB?()Aline()Bplot()Cdrawline()Dgraph()第10題WhatisthecommandinMATLABtocleartheworkspace?()AclearBresetCworkspaceDinitialize第1題WhatistheresultofmultiplyingmatrixA=[12;34]byitstransposeA'?()A[12;23]B[511;1125]C[13;24]D[710;1522]第2題IfmatrixAissingular,whatistheresultofinv()?()AAnidentitymatrixBAzeromatrixCAnerrormessageDTheinverseofA正確答案：AC第3題WhatisthesizeofthematrixAifA=[123;456;789]?()A2x3B3x2C3x3D9x1第4題WhichcommandinMATLABcreatesa4x4matrixofzeros?()Aeye(4)Bones(4)Czeros(4)Drand(4)第5題Whatistheresultofthematrixmultiplication

A*B,where

A=[12;34]

and

B

isthetransposeof

A?()A[710;1522]B[14;316]C[512;1520]D[1022;1530]第6題Howdoyouconcatenatematrices

A

and

B

horizontally?()A[A,B]B[A;B]CA*BDA&B第7題If

A

isasquarematrix,whatfunctiondoyouusetofinditsinverse?()Ainv(A)Bdet(A)Ceig(A)Drank(A)第8題Whatistheresultoftheelement-wisemultiplicationof

[12;34]

and

[56;78]?()A[512;2132]B[68;1012]C[12;34]D[614;2120]第9題Howdoyouextractthesecondcolumnofmatrix

A?()AA(:,2)BA(2,:)CA(2)DA([2])第10題Whatisthetransposeofthematrix

A=[123;456]?()A[14;25;36]B[321;654]C[123;456]D[654;321]Charpter3homework第1題HowdoyoucommentoutalineofcodeinMATLAB?()AByusingthe"%"symbolatthebeginningoftheline.BByenclosingthelineinquotes.CByusingthe"http://"symbolsatthebeginningoftheline.DByusingthe"#"symbolatthebeginningoftheline.第2題WhatisthedifferencebetweenascriptandafunctioninMATLAB?()AScriptscanhaveinputarguments,whilefunctionscannot.BFunctionscanhaveoutputarguments,whilescriptscannot.CScriptsaresavedwitha.txtextension,whilefunctionsaresavedwitha.mextension.DScriptsandfunctionsareidenticalandcanbeusedinterchangeably.第3題HowdoyoucreateavectorinMATLAB?()AByusingthe"vector"command.BByenclosingtheelementsinsquarebrackets.CByusingthe"createVector"function.DByassigningeachelementtoaseparatevariable.第4題WhichofthefollowingisavalidvariablenameinMATLAB?()A2nd_numberB_firstNumberCmy-variableD1stVar第5題HowdoyoucallafunctioninMATLAB?()AByusingthefunction'snamefollowedbyasemicolon.BByusingthefunction'snamefollowedbyparentheses.CByusingthe"call"commandfollowedbythefunction'sname.DByassigningthefunction'soutputtoavariable.第6題HowdoyoudefineafunctioninMATLAB?()AUsingthe"function"keyword.BUsingthe"subroutine"keyword.CUsingthe"procedure"keyword.DUsingthe"method"keyword.第7題WhatistheextensionofaMATLABscriptfile?()A.txtB.mC.exeD.dll第8題WhichofthefollowingisavalidwaytocommentoutalineofcodeinMATLAB?()AUsingthe"%"symbolatthebeginningoftheline.BUsingthe"http://"symbolsatthebeginningoftheline.CUsingthe"#"symbolatthebeginningoftheline.DUsingthe"/"and"/"symbolstoenclosetheline.第9題HowdoyoupassinputargumentstoaMATLABfunctiondefinedinanMfile?()AByassigningtheirvaluestovariablesintheworkspacebeforecallingthefunction.BBydefiningthemaslocalvariableswithinthefunction.CBylistingtheminthefunctiondefinitionandcallingthefunctionwiththecorrespondingvalues.DByusingthe"input"functionwithinthefunctionbody.第10題WhatisthepurposeofanMfileinMATLAB?()ATostoredatainamatrixformat.BTodefineandsaveMATLABfunctionsandscripts.CToplotgraphsandfigures.DTocreateuserinterfaces.Charpter4homework第1題HowdoyouplotapolynomialinMATLAB?()AUsingthe

plot

functionwiththepolynomialcoefficients.BUsingthe

polyplot

function.CUsingthe

stem

function.DPolynomialscannotbeplottedinMATLAB.第2題HowdoyouperformpolynomialinterpolationinMATLAB?()AUsingthe

polyfit

functionwith

polyval.BUsingthe

interp1

function.CUsingthe

spline

function.DUsingthe

polyder

function.第3題HowdoyoucreateapolynomialinMATLAB?()AUsingthe

poly

function.BUsingthe

polyfit

function.CUsingthe

polyval

function.DBydefiningthecoefficientsinavector.第4題Howdoyoucreateavectorofx-valuesforplottingapolynomialusingMATLAB?()Ax=0:1:10Bx=linspace(0,10,100)Cx=1:10Dx=(0:0.1:10)'第5題WhatistheMATLABcommandtofitapolynomialtoasetofdatapoints?()Apolyfit(x,y,n)Bfitpoly(x,y,n)Ccurvefit(x,y,n)Dpolynomialfit(x,y,n)第6題HowdoyouintegrateapolynomialinMATLAB?()Apolyint(p)Bintegral(p)Cint(p)Dintegrate(p)第7題HowdoyoufindthederivativeofapolynomialinMATLAB?()Apolyder(p)Bderivative(p)Cdiff(p)Ddpoly(p)第8題Whatistheoutputof

roots([1,-2,1])

inMATLAB?()A[1,1]B[-1,1]C[1,-1]D[0,2]第9題HowdoyoufilterasignalusingapolynomialfilterinMATLAB?()Afilter(b,a,x)Bpolyfilter(b,a,x)Cconvolve(b,a,x)Dfftfilt(b,a,x)第10題HowdoyoufindtherootsofapolynomialinMATLAB?()Aroots(p)Bpolyroots(p)Cfindroots(p)Dsolve(p)Charpter5homework第1題WhatistheoutputofthefollowingMATLABcode?()symsx;expr=x^2+3*x-2;simplified_expr=simplify();disp(_expr);Ax^2+3*x-2B(x+2)*(x-1)Cx*(x+3)-2DThecodedoesnotexecutesuccessfully.第2題WhichofthefollowingisnotavalidoperationonsymbolicexpressionsinMATLAB?()AAdditionBMultiplicationCConcatenationDDivision第3題Whatisthepurposeofthe

sym

functioninMATLAB?()ATocreateasymbolicmatrix.BTocreateasymbolicexpression.CToperformnumericalintegration.DToplotasymbolicfunction.第4題HowdoyousolveasystemofsymbolicequationsinMATLAB?()AUsingthe

solve

functionwithavectorofequations.BByiteratingovereachequationandsolvingitindividually.CUsingthe

fsolve

functionfromtheOptimizationToolbox.DMATLABdoesnotsupportsolvingsystemsofsymbolicequations.第5題WhichfunctionisusedtofindthederivativeofasymbolicexpressioninMATLAB?()AdiffBgradientCderivativeDd第6題HowdoyouperformsymbolicintegrationinMATLAB?()AUsingthe

integral

function.BUsingthe

int

function.CByapplyingthefundamentaltheoremofcalculusmanually.DMATLABdoesnotsupportsymbolicintegration.第7題Whichfunctioncanbeusedtoevaluateasymbolicexpressionataspecificpoint?()AsubsBevalCsimplifyDdiff第8題HowdoyoudefineasymbolicexpressioninMATLAB?()AByassigningastringtoavariable.BUsingthe

syms

function.CBydefiningafunctionhandle.DByusingthe

define

command.第9題HowdoyousolveasystemoflinearequationswithsymbolicvariablesinMATLAB?()AByusingthe

solve

functionwithavectorofequations.BByusingthe

linsolve

function.CByusingthe

\

operator.DByusingthe

fsolve

function.第10題HowdoyoufindthedeterminantofasymbolicmatrixinMATLAB?()AByusingthe

det

function.BByusingthe

inv

function.CByusingthe

eig

function.DByusingthe

rank

function.Chapter6homework第1題Whatisthedifferencebetweenthe

train

and

sim

functionsinMATLAB'sNeuralNetworkToolbox?()Atrain

isusedforgeneticalgorithmoptimization,while

sim

isforsimulation.Btrain

trainsthenetwork,while

sim

simulatesthenetwork'sresponsetonewdata.CTheyarethesamefunctionwithdifferentnames.Dtrain

simulatesthenetwork,and

sim

trainsit.第2題Howdoyouchangethelinestyleinaplot?()Aplot(x,y,'r--')Bplot(x,y,'LineWidth',2)Cplot(x,y,'LineStyle','dashed')DBothAandC第3題WhatisthecommandtocreateasubplotinMATLAB?()Asubplot(m,n,p)Bplotgrid(m,n,p)Cgridplot(m,n,p)Dsubplotplot(m,n,p)第4題Howdoyouchangethecolorofmarkersinascatterplot?()Ascatter(x,y,'r')Bscatter(x,y,'s')Cscatter(x,y,'*')Dscatter(x,y,'filled')第5題WhatisthecommandtosaveafiguretoafileinMATLAB?()AsavefigBsaveplotCsaveasDexportfig第6題HowdoyouaddagridtoaplotinMATLAB?()AgridonBgridplotCgridlineDplotgrid第7題HowdoyouaddagridtoaplotinMATLAB?()AgridonBaddgridCplotgridDgriddraw第8題HowdoyoucreateapiechartinMATLAB?()Apie(data)Bcircularchart(data)Cpiechart(data)Dgraphpie(data)第9題HowdoyoucreateabarplotinMATLAB?()Abar(data)Bplotbar(data)Cbardata(data)Dbarplot(data)第10題Howdoyouchangethelinestyleinaplot?()Aplot(x,y,'r--')Blinestyle('r--')Cchangestyle(x,y,'r--')Dstyleplot(x,y,'r--')Charpter7homework第1題WhatisthedefaultfileextensionforSimulinkmodels?()A.mdlB.matC.simD.m第2題HowdoyoumodifytheparametersofablockinSimulink?()ABydouble-clickingontheblockBByright-clickingontheblockandselecting"Properties"CBytypingtheblocknameandparametersinthecommandwindowDBymodifyingtheblock'smaskparameters第3題WhichblockisusedtogenerateasinewaveinSimulink?()ASignalGeneratorBSineWaveCPulseGeneratorDRandomNumber第4題Howdoyousimulateadiscrete-timesysteminSimulink?()ABysettingthesimulationtypeto"Continuous"BByusingtheDiscreteblockCBysettingthesimulationtypeto"Discrete"inthemodelconfigurationparametersDByaddingaSampleTimeblocktothemodel第5題HowdoyoucreateacustomblockinSimulink?()ABywritingaMATLABfunctionandusingitasablockBBymodifyinganexistingblockCByusingtheS-FunctionblockDBydraggingablockfromthelibraryandrenamingit第6題Whichblockisusedtomergemultiplesignalsintoasinglesignal?()AMuxBDemuxCMergeDSum第7題HowdoyousetthesimulationstoptimeinSimulink?()AUsingthe"Simulation"tabintheSimulinkeditorBBymodifyingthe"StopTime"propertyofthemodelconfigurationparametersCByaddingaStopblocktothemodelDTyping"sim('model_name','StopTime',time)"inthecommandwindow第8題WhichSimulinkblockisusedtointroduceaconstantvalueinasignal?()AConstantBSignalGeneratorCGainDSum第9題WhichofthefollowingisNOTatypeofSimulinksolver?()ADiscretesolverBContinuoussolverCHybridsolverDEvent-drivensolver第10題WhichofthefollowingisavalidwaytochangeaparametervalueofablockinaSimulinkmodel?()AByeditingtheblock'smaskparametersinthemodelwindowBByusingthe

set_param

functioninMATLABCBymodifyingtheblock'spropertiesintheblockdialogboxDBothAandBarecorrectCharpter8homework第1題HowdoyoudetectandhandlemulticollinearityinaregressionmodelinMATLAB?()ABycomputingthevarianceinflationfactor(VIF)BMulticollinearityisautomaticallydetectedandhandledbyMATLABCMulticollinearitycannotbedetectedinMATLABDYouneedtomanuallyinspectthecorrelationmatrixofthepredictorvariables第2題WhatisthedifferencebetweenamultiplelinearregressionmodelandamultiplenonlinearregressionmodelinMATLAB?()AMultiplelinearregressionassumesalinearrelationshipbetweentheresponseandpredictors,whilemultiplenonlinearregressionallowsforanonlinearrelationshipBThereisnodifference;theyareinterchangeableCMultiplenonlinearregressionisalwaysmoreaccuratethanmultiplelinearregressionDMultiplelinearregressioncanonlyhavetwopredictorvariables第3題Whatisthepurposeofincludinginteractiontermsinaregressionmodel?()AToimprovethemodel'saccuracyBToremoveoutliersfromthedataCInteractiontermsarenotusedinregressionmodelsDToensurethemodelsatisfiestheassumptionsoflinearregression第4題HowdoyouassessthegoodnessoffitofaregressionmodelinMATLAB?()ABycomputingtheR-squaredvalueBByvisuallyinspectingtheresidualsCMATLABdoesnotprovidetoolstoassessthegoodnessoffitDOnlybycomparingthemodelwithothermodels第5題Whatisthepurposeofthe

fitlm

functioninMATLABwhenusedforregressionanalysis?()AItfitsalinearmodeltothedataandprovidesstatisticaloutputBItperformsleastsquaresregressionmanuallyCfitlm

isusedfornonlinearregressionanalysisDItcomputestheresidualsofaregressionmodel第6題HowcanyouconvertanonlinearregressionmodeltoalinearregressionmodelinMATLAB?()AByapplyinganonlineartransformationtothepredictorvariablesBMATLABautomaticallyconvertsnonlinearmodelstolinearmodelsCThisisnotpossible;nonlinearandlinearmodelsarefundamentallydifferentDByusingthe

boxcox

functiontotransformtheresponsevariable第7題Howdoyoufitapolynomialofdegree3toasetofdatapointsinMATLAB?()AUsingthe

polyfit

functionwithadegreeof3BByspecifyingthedegreeinthe

fitlm

functionCPolynomialfittingofdegree3isnotsupportedinMATLABDYouneedtomanuallyimplementthepolynomialfittingalgorithm第8題Whatisthedifferencebetween

polyfit

and

polyval

inMATLABwhenusedforpolynomialfitting?()Apolyfit

fitsapolynomialtodata,while

polyval

evaluatesthepolynomialatspecificpointsBBothfunctionsperformthesametaskCpolyfit

computestheresiduals,while

polyval

computesthecoefficientsDpolyfit

isforlinearregression,and

polyval

isforpolynomialregression第9題HowdoyouperformleastsquaresregressioninMATLABtofitalinetoasetofdatapoints?()AUsingthe

polyfit

functionwithadegreeof1BByimplementingtheleastsquaresalgorithmmanuallyCThe

regress

functionisusedforleastsquaresregressionDLeastsquaresregressionisnotsupportedinMATLAB第10題WhatisthedifferencebetweenapolynomialregressionandanonlinearregressioninMATLAB?()APolynomialregressionisatypeofnonlinearregressionBNonlinearregressionalwaysprovidesabetterfitthanpolynomialregressionCPolynomialregressioncanonlyhaveonepredictorvariable,whilenonlinearregressioncanhavemultipleDPolynomialregressionassumesalinearrelationship,whilenonlinearregressionassumesanonlinearrelationshipCharpter9homework第1題Whatisthedifferencebetweenusingageneticalgorithmandaparticleswarmoptimization()algorithminMATLAB?()AGeneticalgorithmsusecrossoverandmutation,whilePSOusesswarmbehavior.BPSOisfasterthanageneticalgorithm.CGeneticalgorithmsarebetterfordiscreteproblems,whilePSOisforcontinuousproblems.DTheyareequivalent;youcanuseeitheroneinterchangeably.第2題HowcanyouplottheconvergenceofageneticalgorithminMATLAB?()AByusingthe

plot

functionontheoutputofthe

ga

function.BThe

ga

functionautomaticallygeneratesaconvergenceplot.CYouneedtomanuallytrackthebestfitnessvalueovergenerations.DConvergenceplottingisnotsupportedinMATLAB.第3題Whatisthepurposeofthe

Display

optioninthe

ga

functioninMATLAB?()ATocontroltheverbosityoftheoutputinthecommandwindow.BTospecifythetypeofcrossovertouse.CTosetthemutationrate.DTodeterminetheterminationcriterion.第4題InMATLAB,howdoyouaccessthebestsolutionfoundbythegeneticalgorithmafteritterminates?()AThroughthe

BestIndividual

fieldoftheoutputstructure.BByqueryingthe

ga

functionwithaspecialoption.CItisnotstored;youneedtotrackitduringtherun.DThebestsolutionisautomaticallydisplayedinthecommandwindow.第5題InMATLAB,howdoyouperformatwo-pointcrossoveroperationontwoparentindividuals?()AUsingthe

crossover

functionwiththe

'two-point'

option.BManuallyselectingtwocrossoverpointsandswappinggeneticmaterial.CItisnotpossibletoperformtwo-pointcrossoverinMATLAB.DThe

ga

functionautomaticallyhandlescrossover.第6題HowdoyourepresentasolutioncandidateinageneticalgorithmasabinarystringinMATLAB?()AUsingavectorof0sand1s.BUsingacellarrayofcharacters.CUsingastructwithbinaryfields.DMATLABdoesnotsupportbinarystringrepresentation.第7題Whatisthedifferencebetweenabinaryandareal-codedgeneticalgorithm?()ABinarycodingusesonly0sand1s,whilerealcodingusesfloating-pointnumbers.BBinarycodingisslower,whilerealcodingisfaster.CBinarycodingissuitablefordiscreteproblems,whilerealcodingisforcontinuousproblems.DThereisnodifference;theyareinterchangeable.第8題Whatisthepurposeofmutationinageneticalgorithm?()ATomaintaindiversityinthepopulation.BToeliminateallbutthebestindividual.CToensureconvergencetoalocaloptimum.DToterminatethealgorithmwhenathresholdisreached.第9題HowdoyouspecifythefitnessfunctioninMATLAB'sgeneticalgorithm?()AAsananonymousfunction.BAsastringwiththefunctionname.CAsavectoroffitnessvalues.DItisautomaticallydeterminedbythealgorithm.第10題Inageneticalgorithm,whatisthepurposeofthecrossoveroperation?()ATointroducenewgeneticmaterialintothepopulation.BToeliminateunfitindividualsfromthepopulation.CTocalculatethefitnessofeachindividual.DToterminatethealgorithmwhenasolutionisfound.Charpter10homework第1題WhichMATLABfunctionisusedtocreateafeedforwardneuralnetwork?()AnewffBgaCtrainDplot第2題WhichofthefollowingisacommonactivationfunctionusedinthehiddenlayerofaBPneuralnetwork?()ASigmoidBGeneticalgorithmCLinearDStepfunction第3題Howdoyouhandlemissingorincompletedatainthecontextofneuralnetworktraining?()AByusingageneticalgorithmtoestimatethemissingvalues.BByremovingthecorrespondingsamplesfromthedataset.CByusingdataimputationtechniquestofillinthemissingvalues.DNeuralnetworkscanautomaticallyhandlemissingdatawithoutanymodification.第4題WhichofthefollowingisNOTatypicalstepintrainingaBPneuralnetwork?()AInitializingthenetworkweightsrandomly.BCalculatingtheoutputofthenetworkforthegiveninput.CUsingageneticalgorithmtoselectthebestarchitecture.DAdjustingtheweightsbasedontheerrorgradient.第5題HowcanyouimprovethegeneralizationabilityofaBPneuralnetwork?()AByincreasingthenumberofhiddenneurons.BByusingageneticalgorithmtooptimizetheweights.CBycollectingmoretrainingdata.DBydecreasingthelearningrate.第6題Whatisthedifferencebetweenthe

train

and

sim

functionsinMATLAB'sNeuralNetworkToolbox?()Atrain

isusedforgeneticalgorithmoptimization,while

sim

isforsimulation.Btrain

trainsthenetwork,while

sim

simulatesthenetwork'sresponsetonewdata.CTheyarethesamefunctionwithdifferentnames.Dtrain

simulatesthenetwork,and

sim

trainsit.第7題HowdoyousaveatrainedneuralnetworkinMATLABforfutureuse?()AByusingthe

save

function.BThegeneticalgorithmautomaticallysavesthetrainednetwork.CItisnotpossibletosaveatrainedneuralnetwork.DByexportingthenetworktoaseparatefileformat.第8題Whatisthepurposeofthevalidationsetinneuralnetworktraining?()ATooptimizethegeneticalgorithm'sparameters.BTopreventoverfittingandmonitorgeneralizationperformance.CTodeterminethenumberofhiddenneurons.DThevalidationsetisnotusedinneuralnetworktraining.第9題Howdoyoudivideyourdatasetintotraining,validation,andtestsetsinMATLAB?()AUsingthe

divideind

function.BManuallybysplittingthearrays.CThegeneticalgorithmautomaticallyhandlesdatadivision.DItisnotnecessarytodividethedatasetinMATLAB.第10題InMATLAB,howcanyouadjustthelearningrateduringneuralnetworktraining?()ABymodifyingthe

trainParam

structurebeforecalling

train.BItisnotpossibletoadjustthelearningrateduringtraining.CByusingthe

ga

functiontooptimizethelearningrate.DByplottingthetrainingprogress.Charpter11homework第1題WhatisthepurposeoftheactivationfunctioninaCNN?()ATointroducenonlinearityBToperformconvolutionoperationsCToreducethenumberofparametersDToincreasethecomputationalefficiency第2題HowdoyousettheoptimizerinMATLABtrainingoptions?()A'Optimizer','sgdm'B'Optimization','sgdm'C'TrainingMethod','sgdm'D'Method','sgdm'第3題HowdoyousettheinitiallearningrateinMATLABtrainingoptions?()A'LearningRate',valueB'InitialLearnRate',valueC'Rate',valueD'LearnRate',value第4題WhatisthefunctionfortheclassificationlayerinMATLAB?()AclassificationBclassifyLayerCclassLayerDclassificationLayer第5題WhatisthefunctionforthesoftmaxlayerinMATLAB?()AsoftmaxBsoftmaxFunctionCsoftmaxLayerDactivationSoftmax第6題WhatisthetermusedforthepropertyofaCNNthatallowsittomaintainitsperformancedespitevariationsininputdata?()AEquivarianceBInvarianceCVarianceDTransformation第7題WhatisthefunctionforsettingtrainingoptionsinMATLAB?()AtrainingOptionsBtrainParametersCoptionsTrainingDtrainingParams第8題WhatisthefunctionusedtotrainaCNNmodelinMATLAB?()AtrainCNNBlearnNetworkCtrainNetworkDnetworkTrain第9題InMATLAB,whichtoolboxisusedtobuildandtrainconvolutionalneuralnetworks()?()ADeepLearningToolboxBNeuralNetworkToolboxCImageProcessingToolboxDStatisticsandMachineLearningToolbox正確答案：CA第10題Whofirstproposedtheconceptof"DeepBeliefNetworks"in2006?()AYannLeCunBYoshuaBengioCGeoffreyHintonDAndrewNgCharpter12homework第1題Whatisthe"overzerodetection"inSimulinkusedfor?()ADetectingwhensignalsgooverzeroBDetectingwhensignalsoscillatearoundzeroCDetectingwhensignalsarezeroDDetectingwhensignalschangefrompositivetonegativeatzero第2題WhatdoestheQtableinMATLABrepresent?()AThenumberofstatesBTheoptimalbehaviorvaluefunctionQ(s,a)CTheprobabilityofchoosinganactionDThediscountfactor第3題Whatisthepurposeofthediscountfactor(γ)inReinforcementLearning?()ATodeterminetheprobabilityofchoosingarandomactionBTobalancetheimportanceofimmediateandfuturerewardsCTonormalizetheQvaluesDToindicatetheendofanepisode第4題WhatisthemaindifferencebetweenQlearningandSARSAwhenupdatingtheQvalue?()AQlearningusesthemaximumQvalueofthenextstate,whileSARSAusestheactualnextaction'sQvalueBSARSAusesahigherlearningratethanQlearningCQlearningupdatesbasedonthecurrentstateonly,whileSARSAconsiderstheentireepisodeDSARSAusesadifferentdiscountfactorthanQlearning第5題WhatdoesSARSAstandfor?()AStateActionRewardStateActionBSimpleAdaptiveReinforcementStrategyAlgorithmCSequentialActionRewardStateActionDStateActionRewardSequentialAlgorithm第6題WhichalgorithmusestheBermanequationforupdatingvalues?()ADynamicProgrammingBQlearningCSARSADMonteCarloMethods第7題Whatdoes"Reward()"signifyinReinforcementLearning?()AThealgorithm'sdecisionmakingprocessBThefeedbackfromtheenvironmentbasedonactionsCTheprobabilityofreac