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dc.contributor.authorTapkın, Serkan
dc.contributor.authorÇevik, Abdulkadir
dc.contributor.authorÜn, Uşar
dc.contributor.authorKurtoğlu, Ahmet
dc.date.accessioned2019-01-17T20:39:27Z
dc.date.available2019-01-17T20:39:27Z
dc.date.issued2015-02-16
dc.identifier.issn0553-6626
dc.identifier.urihttp://hdl.handle.net/11363/906
dc.description.abstractDetermining Marshall design test results is time consuming. If the researchers can obtain stability and flow values by mechanical testing, rest of the calculations will just be mathematical manipulations. Marshall stability and flow tests were carried out on specimens fabricated with different type of polypropylene fibers. It has been shown that addition of polypropylene fibers improved Marshall stabilities and Marshall quotient values in a considerable manner. Input variables in the developed genetic programming model use the physical properties of standard Marshall specimens such as polypropylene type, polypropylene percentage, bitumen percentage, specimen height, calculated unit weight, voids in mineral aggregate, voids filled with asphalt and air voids. Performance of the genetic programming model is quite satisfactory. Besides, to obtain main effects plot, a wide range of parametric studies have been performed. The presented closed form solution will also help further researchers willing to perform similar studies, without carrying out destructive tests.en_US
dc.language.isoengen_US
dc.publisherBUDAPEST UNIV TECHNOLOGY ECONOMICS, PERIODICA POLYTECHNICA CIVIL ENGINEERING, BUDAPEST, 1521, HUNGARYen_US
dc.relation.isversionof10.3311/PPci.7624en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectResearch Subject Categories::TECHNOLOGY::Civil engineering and architectureen_US
dc.titleModelling Marshall Design Test Results of Polypropylene Modified Asphalt by Genetic Programming Techniquesen_US
dc.typearticleen_US
dc.relation.journalPeriodica Polytechnica Civil Engineeringen_US
dc.contributor.departmentİstanbul Gelişim Üniversitesien_US
dc.identifier.volume59en_US
dc.identifier.issue3en_US
dc.identifier.startpage249en_US
dc.identifier.endpage265en_US
dc.relation.publicationcategoryKategori Yoken_US


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