Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/1551
Full metadata record
DC FieldValueLanguage
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.date.accessioned2017-06-28T22:49:13Z-
dc.date.available2017-06-28T22:49:13Z-
dc.date.issued2008en_UK
dc.identifier.urihttp://hdl.handle.net/1893/1551-
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.language.isoenen_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, Atlanta, Georgia, 12.07.2008-16.07.2008. New York: Association for Computing Machinery (ACM), pp. 465-466. https://doi.org/10.1145/1389095.1389180en_UK
dc.relation.urihttp://www.sigevo.org/gecco-2008/en_UK
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.rights.urihttp://www.rioxx.net/licenses/under-embargo-all-rights-reserveden_UK
dc.subjectOptimisationen_UK
dc.subjectEDAen_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.embargodate2079-12-01en_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.identifier.doi10.1145/1389095.1389180en_UK
dc.citation.spage465en_UK
dc.citation.epage466en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.author.emaildec@cs.stir.ac.uken_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.citation.isbn978-1-60558-130-9en_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
dc.identifier.scopusid2-s2.0-57349198761en_UK
dc.identifier.wtid830847en_UK
dc.contributor.orcid0000-0003-2892-5059en_UK
dc.contributor.orcid0000-0002-0246-3821en_UK
dc.contributor.orcid0000-0002-4653-1283en_UK
dcterms.dateAccepted2008-12-31en_UK
dc.date.filedepositdate2009-08-13en_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorBrownlee, Alexander|0000-0003-2892-5059en_UK
local.rioxx.authorWu, Yanghui|en_UK
local.rioxx.authorMcCall, John|en_UK
local.rioxx.authorGodley, Paul Michael|en_UK
local.rioxx.authorCairns, David|0000-0002-0246-3821en_UK
local.rioxx.authorCowie, Julie|0000-0002-4653-1283en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.contributorKeijzer, Maarten|en_UK
local.rioxx.freetoreaddate2079-12-01en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||en_UK
local.rioxx.filenamet05pap365-brownlee.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-1-60558-130-9en_UK
Appears in Collections:Computing Science and Mathematics Conference Papers and Proceedings

Files in This Item:
File Description SizeFormat 
t05pap365-brownlee.pdfFulltext - Published Version28.82 kBAdobe PDFUnder Embargo until 2079-12-01    Request a copy


This item is protected by original copyright



Items in the Repository are protected by copyright, with all rights reserved, unless otherwise indicated.

The metadata of the records in the Repository are available under the CC0 public domain dedication: No Rights Reserved https://creativecommons.org/publicdomain/zero/1.0/

If you believe that any material held in STORRE infringes copyright, please contact library@stir.ac.uk providing details and we will remove the Work from public display in STORRE and investigate your claim.