Dynamic scheduling with cancellations: An application to chemotherapy appointment booking

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dc.contributor.authorGöçgün, Yasin
dc.date.accessioned2021-05-15T12:55:57Z
dc.date.available2021-05-15T12:55:57Z
dc.date.issued2018
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.description.abstractWe study a dynamic scheduling problem that has the feature of due dates and time windows. This problem arises in chemotherapy scheduling where patients from different types have specific target dates along with time windows for appointment. We consider cancellation of appointments. The problem is modeled as a Markov Decision Process (MDP) and approximately solved using a direct-search based approximate dynamic programming (ADP) technique. We compare the performance of the ADP technique against the myopic policy under diverse scenarios. Our computational results reveal that the ADP technique outperforms the myopic policy on majority of problem sets we generated.en_US
dc.identifier.citationGöçgün, Y. (2018). Dynamic scheduling with cancellations: an application to chemotherapy appointment booking. An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 8(2), 161-169.
dc.identifier.doi10.11121/ijocta.01.2018.00469
dc.identifier.endpage169en_US
dc.identifier.issn2146-0957
dc.identifier.issn2146-5703
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85054090758
dc.identifier.scopusqualityQ2
dc.identifier.startpage161en_US
dc.identifier.trdizinid314349
dc.identifier.urihttps://doi.org/10.11121/ijocta.01.2018.00469
dc.identifier.urihttps://app.trdizin.gov.tr/makale/TXpFME16UTVPUT09
dc.identifier.urihttps://hdl.handle.net/20.500.12939/1374
dc.identifier.volume8en_US
dc.indekslendigikaynakScopus
dc.indekslendigikaynakTR-Dizin
dc.institutionauthorGöçgün, Yasin
dc.language.isoen
dc.relation.ispartofAn International Journal of Optimization and Control: Theories & Applications (IJOCTA)
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDynamic Schedulingen_US
dc.subjectMarkov Decision Processesen_US
dc.subjectApproximate Dynamic Programmingen_US
dc.titleDynamic scheduling with cancellations: An application to chemotherapy appointment booking
dc.typeArticle

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