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1、AsymptoticEnumerationMethodsA.M.OdlyzkoAT&TBellLaboratoriesMurrayHill,NewJersey079741.IntroductionAsymptoticenumerationmethodsprovidequantitativeinformationabouttherateofgrowthoffunctionsthatcountcombinatorialobjects.Typicalquestionsthatthesemeth-odsanswerare:(1)Howdoesthenumbero
2、fpartitionsofasetofnelementsgrowwithn?(2)Howdoesthisnumbercomparetothenumberofpermutationsofthatset?Theredoexistenumerationresultsthatleavenothingtobedesired.Forexample,ifandenotesthenumberofsubsetsofasetwithnelements,thenwetriviallyhavean=2n.Thisansweriscompactandexplicit,andyie
3、ldsinformationaboutallaspectsofthisfunction.Forexample,congruencepropertiesofanreducetowell-studiednumbertheoryquestions.(Thisisnottosaythatallsuchquestionshavebeenanswered,though!)Theformulaan=2nalsoprovidescompletequantitativeinformationaboutan.Itiseasytocomputeforanyvalueofn,i
4、tsbehaviorisaboutassimpleaspossible,anditholdsuniformlyforalln.However,suchexamplesareextremelyrare.Usually,evenwhenthereisaformulaforthefunctionweareinterestedin,itisacomplicatedone,involvingsummationsorrecurrences.Thepurposeofasymptoticmethodsistoprovidesimpleexplicitformulasth
5、atdescribethebehaviorofasequenceforlargevaluesofindices.Thereisnosatisfactorydenitionofwhatismeantbysimple"orbyexplicit."However,wecanillustratethisconceptbysomeexamples.Thenumberofpermutationsofnlettersisgivenbybn=n!.Thisisacompactnotation,butonlyinthesensethatfactorialsareso
6、widelyusedthattheyhaveaspecialsymbol.Thesymboln!standsforn(n 1)(n 2):::21,anditisthelatterformulathathastobeusedtoanswerquestionsaboutthenumberofpermutations.Ifoneisafterarithmeticinformation,suchasthehighestpowerof7,say,thatdividesn!,onecanobtainitfromtheproductformula,bute
7、venthensomeworkhastobedone.Formostquantitativepurposes,however,n!=n(n 1):::21isinadequate.Sincethisformulaisaproductofnterms,mostofthemlarge,itisclearthatn!growsrapidly,butitisnotobviousjusthowrapidly.Sinceallbutthelasttermare2,wehaven!2n 1,andsinceallbutthelasttwotermsare
8、3,wehaven!3n 2,andsoon.Ontheotherhand,e