Afficher la notice abrégée

dc.contributor.authorVasilakos, Athanasios
dc.contributor.authorMoretti, Stefano
dc.date.accessioned2010-09-13T08:05:36Z
dc.date.available2010-09-13T08:05:36Z
dc.date.issued2010
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/4733
dc.language.isoenen
dc.subjectEvolutionary gamesen
dc.subjectCooperative gamesen
dc.subjectInfection modellingen
dc.subjectGene expression analysisen
dc.subjectShapley valueen
dc.subject.ddc003en
dc.subject.classificationjelC71en
dc.subject.classificationjelC73en
dc.titleAn overview of recent applications of Game Theory to bioinformaticsen
dc.typeArticle accepté pour publication ou publié
dc.description.abstractenThe goal of this work is to provide a comprehensive review of different Game Theory applications that have been recently used to predict the behavior of non-rational agents in interaction situations arising from computational biology. In the first part of the paper, we focus on evolutionary games and their application to modelling the evolution of virulence. Here, the notion of Evolutionary Stable Strategy (ESS) plays an important role in modelling mutation mechanisms, whereas selection mechanisms are explained by means of the concept of replicator dynamics. In the second part, we describe a couple of applications concerning cooperative games in coalitional form, namely microarray games and Multi-perturbation Shapley value Analysis (MSA), for the analysis of genetic data. In both of the approaches, the Shapley value is used to assess the power of genes in complex regulatory pathways.en
dc.relation.isversionofjnlnameInformation Sciences
dc.relation.isversionofjnlvol180en
dc.relation.isversionofjnlissue22en
dc.relation.isversionofjnldate2010
dc.relation.isversionofjnlpages4312-4322en
dc.relation.isversionofdoihttp://dx.doi.org/10.1016/j.ins.2010.07.019en
dc.description.sponsorshipprivateouien
dc.relation.isversionofjnlpublisherElsevieren
dc.subject.ddclabelRecherche opérationnelleen


Fichiers attachés à cette notice

FichiersTailleFormatConsulter

Il n'y a pas de fichiers associés à cette notice.

Ce document fait partie de la (des) collection(s) suivante(s)

Afficher la notice abrégée