Fuzzy rule-based demand forecasting for dynamic pricing of a maritime company

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dc.authoridYanık, Seda/0000-0001-6260-7981
dc.authorwosidYanık, Seda/ABF-4523-2020
dc.contributor.authorCogun, Ozlem
dc.contributor.authorEkinci, Yeliz
dc.contributor.authorYanik, Seda
dc.date.accessioned2024-07-18T20:58:30Z
dc.date.available2024-07-18T20:58:30Z
dc.date.issued2014
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description.abstractIn this study, the pricing problem of a transportation service provider company is considered. Our goal is to find optimal prices by using probabilistic dynamic programming. A fuzzy IF-THEN-rule based system is used to identify the demand levels under different prices and other characteristics of the journey. The results obtained by optimal price policies show that the revenue increases by applying dynamic pricing policy instead of fixed pricing. Thus, the diversification of pricing policies under different conditions is beneficial for the company. (C) 2014 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.knosys.2014.04.015
dc.identifier.endpage96en_US
dc.identifier.issn0950-7051
dc.identifier.issn1872-7409
dc.identifier.scopus2-s2.0-84908478501en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage88en_US
dc.identifier.urihttps://doi.org/10.1016/j.knosys.2014.04.015
dc.identifier.urihttps://hdl.handle.net/11411/8989
dc.identifier.volume70en_US
dc.identifier.wosWOS:000344209100010en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Science Bven_US
dc.relation.ispartofKnowledge-Based Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDynamic Pricingen_US
dc.subjectDynamic Programmingen_US
dc.subjectFuzzy If-Then Rulesen_US
dc.subjectTransportationen_US
dc.subjectDemand Forecastingen_US
dc.subjectRevenue Managementen_US
dc.subjectStochastic Demanden_US
dc.subjectSystemen_US
dc.subjectModelen_US
dc.subjectInformationen_US
dc.subjectChoiceen_US
dc.titleFuzzy rule-based demand forecasting for dynamic pricing of a maritime companyen_US
dc.typeArticleen_US

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