Receding horizon control of mixed line flow shop systems

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dc.citation.epage10en_US
dc.citation.issueNumber1en_US
dc.citation.spage1en_US
dc.citation.volumeNumber21en_US
dc.contributor.authorGokbayrak, K.en_US
dc.date.accessioned2016-02-08T09:54:14Z
dc.date.available2016-02-08T09:54:14Z
dc.date.issued2011en_US
dc.departmentDepartment of Industrial Engineeringen_US
dc.description.abstractWe consider reliable mixed line flow shop systems that are composed of controllable and uncontrollable machines. These systems are assumed to receive arrivals at random instants and process jobs deterministically in the order of arrival so as to depart them before their deadlines that are revealed at the time of arrival. We model these flow shops as serial networks of queues operating under a non-preemptive first-come-first-served policy. Defining completion-time costs for jobs and process costs at controllable machines, a stochastic convex optimization problem is formulated where the control variables are the constrained service times of jobs at the controllable machines. As an on-line solution method to determine these service times, we propose a receding horizon controller, which solves a deterministic problem at each decision instant. We quantify the available future information by the look-ahead window size. Numerical examples demonstrate the value of information and that the no-waiting property of the full-information case is not observed in the partial-information case.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T09:54:14Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2011en
dc.identifier.doi10.1007/s10626-010-0095-2en_US
dc.identifier.eissn1573-7594
dc.identifier.issn0924-6703
dc.identifier.urihttp://hdl.handle.net/11693/22008
dc.language.isoEnglishen_US
dc.relation.isversionofhttp://dx.doi.org/10.1007/s10626-010-0095-2en_US
dc.source.titleDiscrete Event Dynamic Systemsen_US
dc.subjectControllable service timesen_US
dc.subjectManufacturingen_US
dc.subjectQueueing systemsen_US
dc.subjectReceding horizon controlen_US
dc.subjectValue of informationen_US
dc.titleReceding horizon control of mixed line flow shop systemsen_US
dc.typeArticleen_US

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