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dc.contributor.authorGokbayrak, K.en_US
dc.contributor.authorMisirci, M.en_US
dc.date.accessioned2016-02-08T11:50:13Z
dc.date.available2016-02-08T11:50:13Z
dc.date.issued2005en_US
dc.identifier.urihttp://hdl.handle.net/11693/27307
dc.description.abstractWe tackle an optimal control problem for a single-stage hybrid system with Poisson arrivals and deterministic service times. In our setting, not only that the optimization problem is non-convex and non-differentiable, but also future arrival times are unknown at the times of decision. We propose a state-dependent service times policy where the state is defined as the system size. These service times are determined iteratively by a steepest descent algorithm whose derivative information is supplied by an infinitesimal perturbation analysis derivative estimator. We also propose an improved receding horizon controller with zero-length time window that utilizes the interarrival time distribution information available from the observed arrivals. Performances of these methods are compared to the optimal performance obtained from the Forward Decompositon Algorithm for which all future arrival times are known. It is also shown that the utilization of the observed interarrival time distribution information improves the performance of the receding horizon controller with zero-length time window. ©2005 IEEE.en_US
dc.language.isoEnglishen_US
dc.source.titleProceedings of the 20th IEEE International Symposium on Intelligent Control, ISIC '05 and the 13th Mediterranean Conference on Control and Automation, MED '05en_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/.2005.1467205en_US
dc.subjectHybrid Systemsen_US
dc.subjectOptimal Controlen_US
dc.subjectPerturbation Analysisen_US
dc.subjectReceding Horizon Controlleren_US
dc.subjectSteepest Descenten_US
dc.subjectStochasticen_US
dc.subjectAlgorithmsen_US
dc.subjectControl system analysisen_US
dc.subjectPerturbation techniquesen_US
dc.subjectPoisson equationen_US
dc.subjectProblem solvingen_US
dc.subjectStochastic control systemsen_US
dc.subjectHybrid Systemsen_US
dc.subjectOptimal Controlen_US
dc.subjectPerturbation Analysisen_US
dc.subjectReceding Horizon Controlleren_US
dc.subjectSteepest Descenten_US
dc.subjectStochasticen_US
dc.subjectOptimal control systemsen_US
dc.titleOptimal control of single-stage hybrid systems with poisson arrivals and deterministic service timesen_US
dc.typeConference Paperen_US
dc.departmentDepartment of Industrial Engineering
dc.citation.spage1315en_US
dc.citation.epage1320en_US
dc.citation.volumeNumber2005en_US
dc.identifier.doi10.1109/.2005.1467205en_US


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