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dc.contributor.authorBonakdar, Lishamen_US
dc.contributor.authorShahidi, Amir Eternaden_US
dc.date.accessioned2017-04-24T10:19:03Z
dc.date.available2017-04-24T10:19:03Z
dc.date.issued2011en_US
dc.date.modified2012-05-28T22:13:42Z
dc.identifier.issn00298018en_US
dc.identifier.doi10.1016/j.oceaneng.2010.09.015en_US
dc.identifier.urihttp://hdl.handle.net/10072/44214
dc.description.abstractPredictionofrun-uplevelisakeytaskindesignofthecoastalstructures.Forthedesignofthecrest level ofcoastalstructures,thewaverun-uplevelwitha2%exceedanceprobability, Ru2%, ismost commonlyused.Inthisstudy,theperformanceofM5modeltreeforpredictionofthewaverun-upon rubble-moundstructureswasinvestigated.Themainadvantageofmodeltrees,unliketheothersoft computingtools,istheireasieruseandmoreimportantlytheirunderstandablemathematicalrules. ExperimentaldatasetofVanderMeerandStamwasusedfordevelopingmodeltrees.Theconventional governingparameterswereselectedastheinputvariablesandtheobtainedresultswerecompared with VanderMeerandStam'sformula,recommendedbythe CoastalEngineeringManual(CEM,2006). The predictiveaccuracyofthemodeltreeapproachwasfoundtobesuperiortothatofVanderMeer and Stam'sempiricalformula.Furthermore,tojudgethegeneralizationcapabilityofthemodeltree method,themodeldevelopedbasedonlaboratorydatasetwasvalidatedwiththeprototyperun-up measurementsontheZeebruggebreakwater,Belgium.Resultsshowthatthemodeltreeismore accuratethanempiricalformulasandTSFuzzyapproachinestimatingthefull-scalerun-up.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_US
dc.format.extent175271 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_US
dc.publisherElsevieren_US
dc.publisher.placeUnited Kingdomen_US
dc.relation.ispartofstudentpublicationNen_US
dc.relation.ispartofpagefrom111en_US
dc.relation.ispartofpageto118en_US
dc.relation.ispartofissue1en_US
dc.relation.ispartofjournalOcean Engineeringen_US
dc.relation.ispartofvolume38en_US
dc.rights.retentionYen_US
dc.subject.fieldofresearchMaritime Engineering not elsewhere classifieden_US
dc.subject.fieldofresearchcode091199en_US
dc.titlePredicting wave run-up on rubble-mound structures using M5 model treeen_US
dc.typeJournal articleen_US
dc.type.descriptionC1 - Peer Reviewed (HERDC)en_US
dc.type.codeC - Journal Articlesen_US
gro.rights.copyrightCopyright 2011 Elsevier. This is the author-manuscript version of this paper. Reproduced in accordance with the copyright policy of the publisher. Please refer to the journal's website for access to the definitive, published version.en_US
gro.date.issued2011
gro.hasfulltextFull Text


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