简介:Algorithmsusedindataminingandbioinformaticshavetodealwithhugeamountofdataefficiently.Inmanyapplications,thedataaresupposedtohaveexplicitorimplicitstructures.Todevelopefficientalgorithmsforsuchdata,wehavetoproposepossiblestructuremodelsandtestifthemodelsarefeasible.Hence,itisimportanttomakeacompactmodelforstructureddata,andenumerateallinstancesefficiently.Therearefewgraphclassesbesidestreesthatcanbeusedforamodel.Inthispaper,weinvestigatedistance-hereditarygraphs.Thisclassofgraphsconsistsofisometricgraphsandhencecontainstreesandcographs.First,acanonicalandcompacttreerepresentationoftheclassisproposed.Thetreerepresentationcanbeconstructedinlineartimebyusingprefixtrees.Usually,prefixtreesareusedtomaintainasetofstrings.Inouralgorithm,theprefixtreesareusedtomaintaintheneighborhoodofvertices,whichisanewapproachunlikethelexicographicallybreadth-firstsearchusedinotherstudies.Basedonthecanonicaltreerepresentation,efficientalgorithmsforthedistance-hereditarygraphsareproposed,includinglineartimealgorithmsforgraphrecognitionandgraphisomorphismandanefficientenumerationalgorithm.Anefficientcodingforthetreerepresentationisalsopresented;itrequires[3.59n]bitsforadistance-hereditarygraphofnverticesand3nbitsforacograph.Theresultsofcodingimprovepreviouslyknownupperbounds(bothare2~(O(nlogn)))ofthenumberofdistance-hereditarygraphsandcographsto2~([3.59n])and2~(3n),respectively.
简介:Helicopterinspectionofultrahighvoltage(UHV)transmissionlineshasunmatchedadvantagescomparedtomanualworkduetotheinspectionangleandhigh-techequipmentonboard,especiallyindetailedinspectionsoftowerheadsanddefect-detectionsinvirtueofinfrared/ultraviolettechniques.Thispaperdealswithsomekeytechnicalproblemsintheinspectionsof1000kVUHVAClineswithahelicopter,suchasthesafedistanceoflive-lineworking,electromagneticfieldintensityandflightcontrol.Basedonthestudyresults,asetofUHVlineinspectionmethodswasworkedoutandappliedtotheinspectionofliveUHVlines.
简介:Trajectoriesofflyinghotparticleswerepredictedinthiswork,andthetemperaturesduringthemovementwerealsocalculated.Oncetheparticletemperaturedecreasedtothecriticaltemperatureforahotparticletoignitebuildinginsulationmaterials,whichwaspredictedbyhot-spotignitiontheory,thedistanceparticletraveledwasdeterminedastheminimumsafetydistanceforpreventingtheignitionofbuildinginsulationmaterialsbyhotparticles.Theresultsshowedthatforspherealuminumparticleswiththesameinitialvelocitiesanddiameters,thehorizontalandverticaldistancestraveledbyparticleswithhigherinitialtemperatureswerehigher.Smallerparticlestraveledfartherwhenotherconditionswerethesame.Thecriticaltemperatureforanaluminumparticletoigniterigidpolyurethanefoamincreasedrapidlywiththedecreaseofparticlediameter.Thehorizontalandverticalsafetydistanceswerecloselyrelatedtotheinitialtemperature,diameterandinitialvelocityofparticles.Theseresultscouldhelpupdatethesafetyprovisionoffireworkdisplay.
简介:BymeansofdirectanalysisoftheconnectionbetweenLoopsubdivisionsurfaceanditscontrolmeshandthecomputationofthebasisfunctions,weobtainaboundonthedistancebetweenLoopsubdivisionsurfacepatchanditscontrolmesh.Theboundcanbeusedtocomputethenumbersofsubdivisionforagiventolerance.Finally,twoexamplesarelistedinthispapertodemonstratetheapplicationsofthebound.
简介:Hausdorffdistancebetweentwocompactsets,definedasthemaximumdistancefromapointofonesettoanotherset,hasmanyapplicationincomputerscience.Itisagoodmeasureforthesimilarityoftwosets.ThispaperprovesthattheshapedistancebetweentwocompactsetsinR~ndefinedbyminimumHausdorffdistanceunderrigidmotionsisadistance.Theauthorsintroducesimilaritycomparisonproblemsinproteinscience,andproposethatthismeasuremayhavegoodapplicationtocomparisonofproteinstructureaswell.Forcalculationofthisdistance,theauthorsgiveonedimensionalformulasforproblems(2,n),(3,3),and(3,4).Theseformulascanreducetimeneededforsolvingtheseproblems.Theauthorsdidsomenumericalexperimentsfor(2,n).Onthesesetsofdata,thisformulacanreducetimeneededtoonefifteenthofthebestalgorithmsknownonaverage.Asnincreases,itwouldsavemoretime.
简介:CombinedGPS/GLONASScanincreasetheaccuracyandreliabilityofpositioningespeciallyinsomeapplicationswithmanyimpediments.Duetotheatmospheredelay,thecommonlyusedmethodsforprocessingshortdistancebaselinescannotbeimplementedinlongdistancebaselines.Inthispaper,anewdataprocessingstrategyforlongdistancebaselinesisproposed,whichusesthepropertiesofsomecombinationobservablesofcombinedGPS/GLONASSanddistancebaselinesmaycometotheorderof10-8andcombinedGPS/GLONASSimprovestheaccuracyoverthatofGPS-onlypositioning,whichbringsbenefittocrustdeformationmonitoringandresearchongeodynamics.
简介:Inthispaper,theproblemofcomputingthefreedistanceofTrellisCodedModulation(TCM)signalsequencehasbeendiscussed;anewalgorithm-thematrixalgorithmisproposed;andthestep-numberestimationproblemforstatetransmissiontocomputethefreedistanceofTCMsignalsequencehasbeentheoreticallysolved.ThematrixalgorithmisderivedfromtheViterbialgorithm,andisanimplementationofViterbialgorithmintheformofmatrix.Comparedwithotheralgorithms,thematrixalgorithmgainstwoadvantages:(1)Theexplicitsolution,anditsrelativelylesscomplexity.(2)Morereflexibleabilitytothesignalspacedistancevariation.Asexamples,theresultsofsomeTCMsignalsequenceonAWGNchannelandfadingchannelshavebeenpresented.
简介:Inthisstudy,theeffectsofstandoffdistance(SoD)onthesupersonicflowfields(includinggasandparticleflowfields)duringcoldgasdynamicspraying(CGDS)areinvestigatedbymeansofcomputationalfluiddynamics(CFD).Thevariationofvelocity,temperature,pressureanddensitywithdifferentSoDiselucidatedthroughtheanalysisofthedistributionpropertiesoftheflowfields.Itisfoundthattheshockwavesinfrontofthesubstrateremarkablyinfluencethegasandparticleflowfields.Thewavesystemofexpansionwavesandpressurewavescomeintobeingcontinuously.ThevelocityofgasreachesthesupersonicspeedatthepositionoftheMachdisc,whileitdecreasessharplywhenthegasflowcrossestheMachdisc.TheoptimalSoDsare40mmfor1μmparticlesand50mmforboth5μmand22μmparticles.
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简介:是因为SVM的训练复杂性高度依赖于设置的数据的尺寸,至于模式识别和机器学习为大规模数据采矿赞成了支持机器(SVM)不是的向量,这篇论文论述几何基于距离的SVM(GDB-SVM)。Ittakes在一个点和是的分类亢奋的飞机之间的距离分类根据理论分析和几何直觉统治,并且被设计。试验性的代码作为翻译并且编辑的系统是有MicrosoftVisualC++6.0的导出的fromLibSVM。五GDB-SVM的四预言的结果比对所有(OAA)的方法的那些好。五GDB-SVM的三预言的结果比对(天体观测卫星)的方法的那些好。Experimentson真实数据集合证明GDB-SVM比OAA和天体观测卫星的方法优异不仅,但是为大数据集合高度可伸缩当产生高分类精确性时。
简介:DNAsequencescanbetreatedasfinite-lengthsymbolstringsoverafour-letteralphabet(A,C,T,G).Asauniversalandcomputablecomplexitymeasure,LZcomplexityisvalidtodescribethecomplexityofDNAsequences.Inthisstudy,aconceptofconditionalLZcomplexitybetweentwosequencesisproposedaccordingtotheprincipleofLZcomplexitymeasure.AnLZcomplexitydistancemetricbetweentwononnullsequencesisdefinedbyutilizingconditionalLZcomplexity.BasedonLZcomplexitydistance,aphylogenetictreeof26speciesofplacentalmammals(Eutheria)withthreeoutgroupspecieswasreconstructedfromtheircompletemitochondrialgenomes.Onthedebatethatwhichtwoofthethreemaingroupsofplacentalmammals,namelyPrimates,Ferungulates,andRodents,aremorecloselyrelated,thephylogenetictreereconstructedbasedonLZcomplexitydistancesupportsthesuggestionthatPrimatesandFerungulatesaremorecloselyrelated.