数据结构与算法分析C版答案.docx
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数据结构与算法分析C版答案.docx
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数据结构与算法分析C版答案
ModifiedbyJEEPonDecember26th,2020.
数据结构与算法分析C版答案
DataStructuresandAlgorithm习题答案
Prefaceii
1DataStructuresandAlgorithms1
2MathematicalPreliminaries5
3AlgorithmAnalysis17
4Lists,Stacks,andQueues23
5BinaryTrees32
6GeneralTrees40
7InternalSorting46
8FileProcessingandExternalSorting54
9Searching58
10Indexing64
11Graphs69
12ListsandArraysRevisited76
13AdvancedTreeStructures82
i
iiContents
14AnalysisTechniques88
15LimitstoComputation94
Preface
ContainedhereinarethesolutionstoallexercisesfromthetextbookAPractical
IntroductiontoDataStructuresandAlgorithmAnalysis,2ndedition.
FormostoftheproblemsrequiringanalgorithmIhavegivenactualcode.In
afewcasesIhavepresentedpseudocode.Pleasebeawarethatthecodepresented
inthismanualhasnotactuallybeencompiledandtested.WhileIbelievethealgorithms
tobeessentiallycorrect,theremaybeerrorsinsyntaxaswellassemantics.
Mostimportantly,thesesolutionsprovideaguidetotheinstructorastotheintended
answer,ratherthanusableprograms.
1
DataStructuresandAlgorithms
Instructor’snote:
Unliketheotherchapters,manyofthequestionsinthischapter
arenotreallysuitableforgradedwork.Thequestionsaremainlyintendedtoget
studentsthinkingaboutdatastructuresissues.
Thisquestiondoesnothaveaspecificrightanswer,providedthestudent
keepstothespiritofthequestion.Studentsmayhavetroublewiththeconcept
of“operations.”
Thisexerciseasksthestudenttoexpandontheirconceptofanintegerrepresentation.
AgoodanswerisdescribedbyProject,whereasingly-linked
listissuggested.Themoststraightforwardimplementationstoreseachdigit
initsownlistnode,withdigitsstoredinreverseorder.Additionandmultiplication
areimplementedbywhatamountstograde-schoolarithmetic.For
addition,simplymarchdowninparallelthroughthetwolistsrepresenting
theoperands,ateachdigitappendingtoanewlisttheappropriatepartial
sumandbringingforwardacarrybitasnecessary.Formultiplication,combine
theadditionfunctionwithanewfunctionthatmultipliesasingledigit
byaninteger.Exponentiationcanbedoneeitherbyrepeatedmultiplication
(notreallypractical)orbythetraditionalΘ(logn)-timealgorithmbasedon
thebinaryrepresentationoftheexponent.Discoveringthisfasteralgorithm
willbebeyondthereachofmoststudents,soshouldnotberequired.
AsampleADTforcharacterstringsmightlookasfollows(withthenormal
interpretationofthefunctionnamesassumed).
Chap.1DataStructuresandAlgorithms
Some
InC++,thisis1
fors1 intstrcmp(Strings1,Strings2) One’scomplimentstoresthebinaryrepresentationofpositivenumbers,and storesthebinaryrepresentationofanegativenumberwiththebitsinverted. Two’scomplimentisthesame,exceptthatanegativenumberhasitsbits invertedandthenoneisadded(forreasonsofefficiencyinhardwareimplementation). ThisrepresentationisthephysicalimplementationofanADT definedbythenormalarithmeticoperations,declarations,andothersupport givenbytheprogramminglanguageforintegers. AnADTfortwo-dimensionalarraysmightlookasfollows. Matrixadd(MatrixM1,MatrixM2); Matrixmultiply(MatrixM1,MatrixM2); Matrixtranspose(MatrixM1); voidsetvalue(MatrixM1,introw,intcol,intval); intgetvalue(MatrixM1,introw,intcol); Listgetrow(MatrixM1,introw); OneimplementationforthesparsematrixisdescribedinSectionAnotherimplementation isahashtablewhosesearchkeyisaconcatenationofthematrixcoordinates. Everyproblemcertainlydoesnothaveanalgorithm.AsdiscussedinChapter15, thereareanumberofreasonswhythismightbethecase.Someproblemsdon’t haveasufficientlycleardefinition.Someproblems,suchasthehaltingproblem, arenon-computable.Forsomeproblems,suchasonetypicallystudiedbyartificial intelligenceresearchers,wesimplydon’tknowasolution. Wemustassumethatby“algorithm”wemeansomethingcomposedofstepsare ofanaturethattheycanbeperformedbyacomputer.Ifso,thananyalgorithm canbeexpressedinC++.Inparticular,ifanalgorithmcanbeexpressedinany othercomputerprogramminglanguage,thenitcanbeexpressedinC++,sinceall (sufficientlygeneral)computerprogramminglanguagescomputethesamesetof functions. Theprimitiveoperationsare (1)addingnewwordstothedictionaryand (2)searching thedictionaryforagivenword.Typically,dictionaryaccessinvolvessomesort ofpre-processingofthewordtoarriveatthe“root”oftheword. Atwentypagedocument(singlespaced)islikelytocontainabout20,000words.A usermaybewillingtowaitafewsecondsbetweenindividual“hits”ofmis-spelled words,orperhapsuptoaminuteforthewholedocumenttobeprocessed.This meansthatacheckforanindividualwordcantakeabout10-20ms.Userswill typicallyinsertindividualwordsintothedictionaryinteractively,sothisprocesscan takeacoupleofseconds.Thus,searchmustbemuchmoreefficientthaninsertion. Theusershouldbeabletofindacitybasedonavarietyofattributes(name,location, perhapscharacteristicssuchaspopulationsize).Theusershouldalsobeabletoinsert anddeletecities.Thesearethefundamentaloperationsofanydatabasesystem: search,insertionanddeletion. Areasonabledatabasehasatimeconstraintthatwillsatisfythepatienceofatypical user.Foraninsert,delete,orexactmatchquery,afewsecondsissatisfactory.Ifthe databaseismeanttosupportrangequeriesandmassdeletions,theentireoperation maybeallowedtotakelonger,perhapsontheorderofaminute.However,thetime spenttoprocessindividualcitieswithintherangemustbeappropriatelyreduced.In practice,thedatarepresentationwillneedtobesuchthatitaccommodatesefficient processingtomeetthesetimeconstraints.Inparticular,itmaybenecessarytosupport operationsthatprocessrangequeriesefficientlybyprocessingallcitiesinthe rangeasabatch,ratherthanasaseriesofoperationsonindividualcities. Studentsatthislevelarelikelyalreadyfamiliarwithbinarysearch.Thus,they shouldtypicallyrespondwithsequentialsearchandbinarysearch.Binarysearch shouldbedescribedasbettersinceittypicallyneedstomakefewercomparisons (andthusislikelytobemuchfaster). TheanswertothisquestionisdiscussedinChapter8.Typicalmeasuresofcost willbenumberofcomparisonsandnumberofswaps.Testsshouldincluderunning timingsonsorted,reversesorted,andrandomlistsofvarioussizes. Chap.1DataStructuresandAlgorithms Thefirstpartiseasywiththehint,butthesecondpartisratherdifficulttodowithout astack. a)boolcheckstring(stringS){ intcount=0; for(inti=0;i if(S[i]==’(’)count++; if(S[i]==’)’){ if(count==0)returnFALSE; count--; } } if(count==0)returnTRUE; elsereturnFALSE; } b)intcheckstring(StringStr){ StackS; intcount=0; for(inti=0;i if(S[i]==’(’) (i); if(S[i]==’)’){ if())returni; (); } } if())return-1; elsereturn(); } AnswerstothisquestionarediscussedinSection. Thisissomewhatdifferentfromwritingsortingalgorithmsforacomputer,since person’s“workingspace”istypicallylimited,asistheirabilitytophysicallymanipulate thepiecesofpaper.Nonetheless,manyofthecommonsortingalgorithmshave theiranalogstosolutionsforthisproblem.Mosttypicalanswerswillbeinsertion sort,variationsonmergesort,andvariationsonbinsort. AnswerstothisquestionarediscussedinChapter8. 2 MathematicalPreliminaries (a)Notreflexiveifthesethasanymembers.Onecouldargueitissymmetric, antisymmetric,andtransitive,sincenoelementviolateanyof therules. (b) Notreflexive(foranyfemale).Notsymmetric(considerabrotherand sister).Notantisymmetric(considertwobrothers).Transitive(forany 3brothers). (c) Notreflexive.Notsymmetric,andisantisymmetric.Nottransitive (onlygoesonelevel). (d) Notreflexive(fornearlyallnumbers).Symmetricsincea +b =b +a, sonotantisymmetric.Transitive,butvacuouslyso(therecanbeno distincta,b,andc whereaRb andbRc). (e) Reflexive.Symmetric,sonotantisymmetric.Transitive(butsortof vacuous). (f) Reflexive–checkallthecases.Sinceitisonlytruewhenx =y,it istechnicallysymmetricandantisymmetric,butrathervacuous.Likewise, itistechnicallytransitive,butvacuous. Ingeneral,provethatsomethingisanequivalencerelationbyprovingthatit isreflexive,symmetric,andtransitive. (a) Thisisanequivalencethateffectivelysplitstheintegersintooddand evensets.Itisreflexive(x +x isevenforanyintegerx),symmetric (sincex +y =y +x)andtransitive(sinceyouarealwaysaddingtwo oddorevennumbersforanysatisfactorya,b,andc). (b) Thisisnotanequivalence.Tobeginwith,itisnotreflexiveforany integer. (c) Thisisanequivalencethatdividesthenon-zerorationalnumbersinto positiveandnegative.Itisreflexivesincex ˙ x> 0.Itissymmetricsince xy˙ =yx˙.Itistransitivesinceanytwomembersofthegivenclass satisfytherelationship. 5 Chap.2MathematicalPreliminaries (d) Thisisnotanequivalancerelationsinc
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