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Stochastic Models in the Life Sciences and Their Methods of Analysis

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Notă GoodReads:
en Limba Engleză Hardback – 29 Aug 2019
Biologicalprocessesareevolutionaryinnatureandoftenevolveinanoisyenvironmentorinthepresenceofuncertainty.Suchevolvingphenomenaarenecessarilymodeledmathematicallybystochasticdifferential/differenceequations(SDE),whichhavebeenrecognizedasessentialforatrueunderstandingofmanybiologicalphenomena.Yet,thereisadearthofteachingmaterialinthisareaforinterestedstudentsandresearchers,notwithstandingtheadditionofsomerecenttextsonstochasticmodellinginthelifesciences.Thereasonmaywellbethedemandingmathematicalpre-requisitesneededto'solve'SDE.AprincipalgoalofthisvolumeistoprovideaworkingknowledgeofSDEbasedonthepremisethatfamiliaritywiththebasicelementsofastochasticcalculusforrandomprocessesisunavoidable.ThroughsomeSDEmodelsoffamiliarbiologicalphenomena,weshowhowstochasticmethodsdevelopedforotherareasofscienceandengineeringarealsousefulinthelifesciences.Intheprocess,thevolumeintroducestobiologistsacollectionofanalyticalandcomputationalmethodsforresearchandapplicationsinthisemergingareaoflifescience.TheadditionsbroadentheavailabletoolsforSDEmodelsforbiologiststhathavebeenlimitedbyandlargetostochasticsimulations.
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Specificații

ISBN-13: 9789813274600
ISBN-10: 9813274603
Pagini: 478
Dimensiuni: 175 x 250 x 30 mm
Greutate: 0.96 kg
Editura: WSPC