tutorial

Informations

• Publié par: Sies
• Nombre de lectures: 24
• Langue: English

Extrait

+44'Birmingham&of$%xinFUnivrom2TT,Ev414olvingURL:SinglehoNeuralScienceNetywBirminghamorksEmail:to+44EvFolving414EnsemblesScXinolYComputeraoTheTheersitCenoftreEdgbaston,ofB15UKforx.yPhone:h121in3747,Computationalax:In1214281andhApplications(CERCIA)blesolving(c)XinblesYolvingaoLearning12.'Mo&e$%olvingAn(d)OvdularerviewolvingofandThis3.TUsingalk4.1.ANNIntegrationEvofANNNeuralRulesandEvEvMoolutionaryANNsComputationEv(a)EnsemEvandolvingANNdularisationConnectionEnsemWLearningeighNegativtsCorrelation(b)SummaryEvThereXinofYaoof2dieren'orks&This$neural%theInolutionarytromannetLearningevandhniques.evwillolutionerareevthniqueswgroandfundamentalareformsyoftadaptation.binationsneuralSimwulatedandevolutionaryolutionbtalkenotinvtroindividualorinolutionarytoanbutANNinteatationdierenneuraltevlevels.hniques.design..wXinYaoe3'in&hniques$wledge%knoWhattoIsEvEvolutionaryeComputationlearning1.ECItnotisdomaintheuse.studyer,oforatedsystemswhic3.holutionaryuse(EC)ideashniquesandbgetusedinspirationsoptimisation,fromandnatural4.evolution.do2.requireOnehofknothetoHobevorrodomainwwledgeedbissurvivalinofECthehniques.ttest);(XinbasedYusingao+4P'in&from$mutation%(d)AhaltingSimpletsEviolutionarytheirAlgorithm(1.GenerateGenerateparentheossoverinitialformp+opulation P3.(0)areatparenrandom,fromand(set)ion tness0;P2.iREPEA(c)Tospring(a)theEvtsaluatetheandtnesstoofPih1);individualiiniP1;(UNTILi);satised(b)frompbineXinYandaoin5T'next&paren$%individualsEAaasopulation.Pest:opulation-BasedtheGenerate-and-TgenerationesttheGenerate:tsMutateosprings.and/or