an introduction to genetic algorithms - melanie mitchell

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1、AnIntroductiontoGeneticAlgorithmsMitchellMelanieABradfordBookTheMITPressCambridge,Massachusetts•London,EnglandFifthprinting,1999FirstMITPresspaperbackedition,1998Copyright©1996MassachusettsInstituteofTechnologyAllrightsreserved.Nopartofthispublicationmaybereproducedinanyformbyanyelectronicormechanic

2、almeans(includingphotocopying,recording,orinformationstorageandretrieval)withoutpermissioninwritingfromthepublisher.SetinPalatinobyWindfallSoftwareusingZzTEX.LibraryofCongressCataloging−in−PublicationDataMitchell,Melanie.Anintroductiontogeneticalgorithms/MelanieMitchell.p.cm."ABradfordbook."Includes

3、bibliographicalreferencesandindex.ISBN0−262−13316−4(HB),0−262−63185−7(PB)1.Genetics—Computersimulation.2.Genetics—Mathematicalmodels.I.Title.QH441.2.M551996575.1'01'13—dc2095−24489CIP1TableofContentsAnIntroductiontoGeneticAlgorithms....................................................................

4、........................................1MitchellMelanie......................................................................................................................................1Chapter1:GeneticAlgorithms:AnOverview........................................................................

5、.........................2Overview..................................................................................................................................................21.1ABRIEFHISTORYOFEVOLUTIONARYCOMPUTATION.....................................................21.2THEAPPEALOFEVOLUTION.

6、....................................................................................................41.3BIOLOGICALTERMINOLOGY.....................................................................................................51.4SEARCHSPACESANDFITNESSLANDSCAPES......................................

7、.................................61.5ELEMENTSOFGENETICALGORITHMS...................................................................................7ExamplesofFitnessFunctions..........................