A fuzzy approach to the flow control problem

URI	http://purl.tuc.gr/dl/dias/483B82C3-B663-4E11-A46C-9FF569EF1738	-
Γλώσσα	en	-
Μέγεθος	12 pages	en
Τίτλος	A fuzzy approach to the flow control problem	en
Δημιουργός	Yannis Phillis	en
Δημιουργός	Φιλλης Ιωαννης	el
Δημιουργός	Runtong Zhang	en
Περίληψη	We consider queueing systems in which arriving customers may be accepted or rejected. The objective is to determine the optimal admission policies so as to maximize the average profit (reward minus cost) over an infinite horizon. In this paper we use fuzzy logic to solve two problems for which analytical solutions exist. Fuzzy logic produces identical policies to the analytical ones and, therefore, these problems serve as benchmarks for further work. We then tackle a new problem with two arrival streams and parallel servers. The fuzzy approach is tested with simulation, and appears to be efficient and promising in areas where analysis is limited.	en
Τύπος	Peer-Reviewed Journal Publication	en
Τύπος	Δημοσίευση σε Περιοδικό με Κριτές	el
Άδεια Χρήσης	http://creativecommons.org/licenses/by/4.0/	en
Ημερομηνία	2015-10-06	-
Ημερομηνία Δημοσίευσης	1998	-
Βιβλιογραφική Αναφορά	R. Zhang and Y. A. Phillis, "A fuzzy approach to the flow control problem," Journal of Intelligent and Fuzzy Systems, vol. 6, no. 4, pp.447-458, 1998.	en

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