Fuzzy service control of queueing systems

URI	http://purl.tuc.gr/dl/dias/D0EED2D6-2E96-4FDE-9B87-6F1C70939C91	-
Identifier	https://doi.org/10.1109/3477.775266	-
Language	en	-
Extent	14 pages	en
Title	Fuzzy service control of queueing systems	en
Creator	Yannis Phillis	en
Creator	Φιλλης Ιωαννης	el
Creator	Runtong Zhang	en
Publisher	IEEE	en
Content Summary	We consider queueing systems in which the service rate is the controlled variable. The cost depends on the queue length and selected rate. The objective is to choose the service rate dynamically, based on the state of the system so as to minimize the average cost over an infinite horizon. Six classes, either known in the literature or new, are studied in detail: queueing systems with vacations, single-server queueing systems with and without switching costs, and tandem queueing systems with and without service costs. A novel approach is presented here using fuzzy control to solve these problems. Simulation shows that the approach is efficient and promising, especially in cases where analytical solutions do not exist	en
Type of Item	Peer-Reviewed Journal Publication	en
Type of Item	Δημοσίευση σε Περιοδικό με Κριτές	el
License	http://creativecommons.org/licenses/by/4.0/	en
Date of Item	2015-10-06	-
Date of Publication	1999	-
Bibliographic Citation	Y. A. Phillis ,R. Zhang, "Fuzzy service control of queueing systems," IEEE Trans. on Syst., Man, and Cyb., vol. 29, no. 4,pp. 503-517, 1999.doi : 10.1109/3477.775266	en

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