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Artificial Evolution: Third European Conference, AE '97, Nimes, France, October 22-24, 1997, Selecte

  • 作者:Jin-Kao Hao 出版社:Springer
  • ISBN:9783540641698 制作公司:
  • 語言:英语 出版时间:1998-02-18
  • 简介:

    目录Atemplateforscattersearchandpathrelinking.-Representations,fitnessfunctionsandgeneticoperatorsforthesatisfiabilityproblem.-Geneticalgorithmsattheedgeofadream.-Mimeticevolution.-Adaptivepenaltiesforevolutionarygraphcoloring.-AnagentsystemforlearningprofilesinbroadcastingapplicationsontheInternet.-Applicationofevolutionaryalgorithmstoproteinfoldingprediction.-Telephonenetworktrafficoverloadingdiagnosisandevolutionarycomputationtechniques.-Geneticalgorithmsforgeneticmapping.-Inverseproblemsforfiniteautomata:Asolutionbasedongeneticalgorithms.-EvolvingTuringmachinesfromexamples.-Geneticalgorithms:Minimalconditionsforconvergence.-Ananalysisofpunctuatedequilibriainsimplegeneticalgorithms.-SGAsearchdynamicsonsecondorderfunctions.-Asymptoticalconvergenceratesofsimpleevolutionaryalgorithmsunderfactorizingmutationdistributions.-Wingswerenotdesignedtoletanimalsfly.-Adaptationontheevolutionarytimescale:Aworkinghypothesisandbasicexperiments.-Thefrequencyassignmentproblem:Alookattheperformanceofevolutionarysearch.-AcriticalandempiricalstudyofepistasismeasuresforpredictingGAperformances:Asummary.-Aprioricomparisonofbinarycrossoveroperators:Nouniversalstatisticalmeasure,butasetofhints.-Thedynamicalnightwatch'sproblemsolvedbytheautonomousmicro-robotKhepera.-CoDi-1Bit:Asimplifiedcellularautomatabasedneuronmodel.-Millionmoduleneuralsystemsevolution.Atemplateforscattersearchandpathrelinking.-Representations,fitnessfunctionsandgeneticoperatorsforthesatisfiabilityproblem.-Geneticalgorithmsattheedgeofadream.-Mimeticevolution.-Adaptivepenaltiesforevolutionarygraphcoloring.-AnagentsystemforlearningprofilesinbroadcastingapplicationsontheInternet.-Applicationofevolutionaryalgorithmstoproteinfoldingprediction.-Telephonenetworktrafficoverloadingdiagnosisandevolutionarycomputationtechniques.-Geneticalgorithmsforgeneticmapping.-Inverseproblemsforfiniteautomata:Asolutionbasedongeneticalgorithms.-EvolvingTuringmachinesfromexamples.-Geneticalgorithms:Minimalconditionsforconvergence.-Ananalysisofpunctuatedequilibriainsimplegeneticalgorithms.-SGAsearchdynamicsonsecondorderfunctions.-Asymptoticalconvergenceratesofsimpleevolutionaryalgorithmsunderfactorizingmutationdistributions.-Wingswerenotdesignedtoletanimalsfly.-Adaptationontheevolutionarytimescale:Aworkinghypothesisandbasicexperiments.-Thefrequencyassignmentproblem:Alookattheperformanceofevolutionarysearch.-AcriticalandempiricalstudyofepistasismeasuresforpredictingGAperformances:Asummary.-Aprioricomparisonofbinarycrossoveroperators:Nouniversalstatisticalmeasure,butasetofhints.-Thedynamicalnightwatch'sproblemsolvedbytheautonomousmicro-robotKhepera.-CoDi-1Bit:Asimplifiedcellularautomatabasedneuronmodel.-Millionmoduleneuralsystemsevolution.

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