An Quantum Brain Storm Optimization for Fog Comput

AnQuantumBrainStormOptimizationforFogComputingin5GByQiongWu,TongXu,JunS.HuangandKeJiangRoosterYear,2017AbouttheAuthorsQiongWu,AssociateProfessor吴琼TongXu,Jiangsu徐童JunSteedHuang,PrincipalEngineer黄骏KeJiang,Jiangsu蒋可OutlineQuantumEffectTheSpookySecretSuperluminalPhenomenonBrainStormOptimizationSwarmIntelligenceAlgorithmsTribeandEthnicClustersFogComputingin5GDistributedorCentralizedMovingorStationarySummaryQuantumEffectYourneverknowInternationalConferenceonSocialScience[ICSS2014]TheSpookySecret:Superluminalphenomenontotallyviolatesthespecialtheoryofrelativity,whichsaysnothing’sspeedexceedslightspeed.Furthermore,asoftoday,nooneknowswhat’sbehindthestrangephenomenon.22SuperluminalPhenomenon—SpacetimearenaturallybrokenExperiment1(higherlatitudeonmountain):In2008,Genevaresearchersfoundthatthequantumentanglementismuchfasterthan10,000timesofspeedoflight.Experiment2(lowerlatitudeatsealevel):In2013,Qingdaoscientistsconcludedthat,itis9931timesaroundthespeedoflight.∵E=mc(3+1)/2=mge/2∩e=2.71828182846c=299792458m/s∴g/c=9930.509917796768180071686850124HendrikAntonLorentz&GeorgeFrancisFitzGerald…2Distheessentialworld:goingoutthewormhole2Distheessentialhome:comingbackthesamewayPhoenixQubitstatesYouknewwhatyouwantBrainStormOptimizationInternationalConferenceonSocialScience[ICSS2014]Mostswarmintelligencealgorithmsareinspiredbysimpleself-designedsynergy,ParticleSwarmOptimizationisinspiredbysynergisticeffectbybirds,AntColonyalgorithmisinspiredbysynergisticeffectbyantsandFireFliesoptimizationalgorithmisinspiredbysynergisticeffectbyfireflies,BrainStormOptimizationalgorithmsinspiredbysynergisticeffectbyus-themostintelligentcreature!PSOInternationalConferenceonSocialScience[ICSS2014]IntheBSOalgorithm,thesolutionsareclusteredintoseveralcategories,andthenewsolutionsaregeneratedbythemutationofclusterorexistingsolutions.TheBSOalgorithmcanbeseenasacombinationofswarmintelligenceanddataminingtechniques.Everyindividualinthebrainstormoptimizationalgorithmisnotonlyasolutiontotheproblemtobeoptimized,butalsoadatapointtorevealthelandscapesoftheproblem.BSOWhatistheethnicclustering?Itmeansthat,inacity,oneareawillbepredominatelyasian,oneareawillbeprimarilyblack,oneareawillbepredominatelywhite,etcObservation:Ifanarea'seconomyisgrowing,existingcommunitiesdrawimmigrants;ifitisn't,thenthepopulationdoesn'tchange.Conclusion:Toevolveasolution,theclustermustbechangedpersistently.26SwarmOptimizationsASO:AntscolonyBSO:BrainstormingCSO:ChickenroosterDSO:DuckfriendlyESO:EelgenderFSO:FireflyflashingGSO:GorillatroopsHSO:HoneybeeISO:ImpalabachelorJSO:JackalpairsKSO:KangaroomobsLSO:LittlebrownbatMSO:MonkeytribeNSO:NilecrocodileOSO:OtterplayPSO:ParticleswarmQSO:QuailflockRSO:RatinvasionSSO:SwanwedgeTSO:TimberwolfUSO:UrialherdVSO:VulturekettleWSO:WhaletravelXSO:XeruswatchYSO:YakherdZSO:ZebrarunIntheBSOalgorithm,thesolutionsareclusteredintoseveralcategories,andthenewsolutionsaregeneratedbythemutationofclusterorexistingsolutions.TheBSOalgorithmcanbeseenasacombinationofswarmintelligenceanddataminingtechniques.Everyindividualinthebrainstormoptimizationalgorithmisnotonlyasolutiontotheproblemtobeoptimized,butalsoadatapointtorevealthelandscapesoftheproblem.Qubit-BSO|0|1FitnessβαwarmholespositivenegativeFogComputingin5GYoumaynotgetwhatyouwantDistributedorCentralizedCloudComputingistooslow,astheserverfarmistoofarfromyou.EdgeComputingistoosmall,astheserverhaslimiteditemsinthere.FogComputingisneitherslow,norsmallMovingorStationaryMobileCloudComputingistooslow,asthewirelesspipeisnotsolid.MobileEdgeComputingisnotfast,astherearemanyusers.FogComputingin5Gisfast,androcketsolid.TracedownpesticidesSUMMARYFogisnotGiven,butMade!Soisthe5G!!QuantumbrainssatinbothlocalminimumclustersatthesametimeBSO-0fitnessisBSO-1probabilityBSO-1fitnessisBSO-0probabilityThefitnessisgivenby(∑x1.5)1/1.5M*S1*S2=E*T1*T2T2T1M*S1*S2=E*T1*T2T2T1PortablepesticidedetectionuploadingdownloadingfogOnlyafteryoursmartphoneAPPrandomlyaccessedoneoftheserversthroughrandomlyselectedfognodesbasedonrandomlysampledfoodfromtherandomlypickedupboxes,willyouknow,forsure,ifthefoodcontainspoisonpesticideornot?Thankyou!Questions?