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dc.contributor.authorBrownlee, Alexanderen_UK
dc.contributor.authorWu, Yanghuien_UK
dc.contributor.authorMcCall, Johnen_UK
dc.contributor.authorGodley, Paul Michaelen_UK
dc.contributor.authorCairns, Daviden_UK
dc.contributor.authorCowie, Julieen_UK
dc.contributor.editorKeijzer, Maartenen_UK
dc.description.abstractWe explore the application of an Estimation of Distribution Algorithm which uses a Markov Network to the problem of bio-control in mushroom farming. This falls into the category of “bang-bang control” problems and was previously used as an application for genetic algorithms with modified crossover operators. The EDA yields a small improvement in the solutions that are evolved. Moreover, the probabilistic models constructed closely match identifiable features in the underlying dynamics of the problem. We conclude that this is a useful by-product of the probabilistic modelling which can be further exploited. probabilistic model learned by DEUM. We will describe how a clear relationship can be drawn between probabilistic model and the underlying shape of the problem.en_UK
dc.publisherAssociation for Computing Machinery (ACM)en_UK
dc.relationBrownlee A, Wu Y, McCall J, Godley PM, Cairns D & Cowie J (2008) Optimisation and Fitness Modelling of Bio-control in Mushroom Farming Using a Markov Network EDA In: Keijzer M (ed.) Proceedings of the 10th annual conference on Genetic and evolutionary computation, (GECCO-2008). Genetic and Evolutionary Computation Conference, GECCO-2008, New York, 12.07.2008-16.07.2008. New York: Association for Computing Machinery (ACM), pp. 465-466.
dc.rightsThe publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author; you can only request a copy if you wish to use this work for your own research or private study.en_UK
dc.subjectOptimal Controlen_UK
dc.subjectGenetics Mathematical modelsen_UK
dc.subjectGenetics Computer simulationen_UK
dc.subjectControl theoryen_UK
dc.titleOptimisation and Fitness Modelling of Bio-control in Mushroom Farming Using a Markov Network EDAen_UK
dc.typeConference Paperen_UK
dc.rights.embargoreason[t05pap365-brownlee.pdf] : The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work.en_UK
dc.type.statusVoR - Version of Recorden_UK
dc.citation.btitleProceedings of the 10th annual conference on Genetic and evolutionary computation, (GECCO-2008)en_UK
dc.citation.conferencedates2008-07-12 - 2008-07-16en_UK
dc.citation.conferencelocationAtlanta, Georgiaen_UK
dc.citation.conferencenameGenetic and Evolutionary Computation Conference, GECCO-2008en_UK
dc.publisher.addressNew Yorken_UK
dc.contributor.affiliationComputing Science and Mathematics - Divisionen_UK
dc.contributor.affiliationNorthwest A&F University, Chinaen_UK
dc.contributor.affiliationRobert Gordon Universityen_UK
dc.contributor.affiliationUniversity of Stirlingen_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.contributor.affiliationComputing Science and Mathematics - Divisionen_UK
Appears in Collections:Computing Science and Mathematics Conference Papers and Proceedings

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