Introduction to cellular automata

Introduction to cellular automata

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时间:2019-07-09

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1、IntroductiontocellularautomataJean-PhilippeRennardPh.D.12/2000IntroductiontoCellularautomataThereisawealthofliteratureaboutcellularautomata,aswellasmanyInternetresources(you'llfindsomeoftheminthelinkssection).Theaimisheremuchmorelimited.Thissitebeingdevotedtolaymen,Iwill

2、contentmyselfwithansweringbothmainquestionsanypersondiscoveringCAoftenask,generallyafteraperiodofintenseperplexity:1.Whatmightthisbe?2.Whatcouldbetheapplicationsforsuchathing?Theanswertothesequestionsisunfortunatelyfarfrombeingsimple.CAareabstractconstructionswithquiteco

3、mplexpropertiesnotveryaccessible.A-HistoryThehistoryofCAdatesbacktothefortieswithStanislasUlam.Thismathematicianwasinterestedintheevolutionofgraphicconstructionsgeneratedbysimplerules.Thebaseofhisconstructionwasatwo-dimensionalspacedividedinto"cells",asortofgrid.Eachofth

4、esecellscouldhavetwostates:ONorOFF.Startingfromagivenpattern,thefollowinggenerationwasdeterminedaccordingtoneighbourhoodrules.Forexample,ifacellwasincontactwithtwo"ON"cells,itwouldswitchontoo;otherwiseitwouldswitchoff.Ulam,whousedoneofthefirstcomputers,quicklynoticedthat

5、thismechanismpermittedtogeneratecomplexandgracefulfiguresandthatthesefigurescould,insomecases,self-reproduce.Extremelysimplerulespermittedtobuildverycomplexpatterns.Onthatbasis,thefollowingquestionwasasked:cantheserecursivemechanisms(i.e.inthatcasedependingontheirownprev

6、iousstate)explainthecomplexityofthereal?Isthiscomplexityonlyapparent,thefundamentalrulesbeingthemselvessimple1?Asasideline,JohnvonNeumann,relyingonA.Turing'sworks,interestedhimselfonthetheoryofself-reproductiveautomataandworkedontheconceptionofaself-reproductivemachine,t

7、he"kinematon".Suchamachinewassupposedtobeabletoreproduceanymachinedescribedinitsprograms,includingacopyofitself2.Themostfamousofhismachinesisthemonolithoftheseries"2001SpaceOdyssey".TochangeJupiterintoastar,afirstmonolithself-reproduces,aswellasitsdescendants,thepopulati

8、onsoincreasesexponentiallytoquicklyreachthesizenecessarytorealizesuchagigantictask.UlamsuggestedvonNeum

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