A fuzzy approach to the flow control problem

URI	http://purl.tuc.gr/dl/dias/483B82C3-B663-4E11-A46C-9FF569EF1738	-
Language	en	-
Extent	12 pages	en
Title	A fuzzy approach to the flow control problem	en
Creator	Yannis Phillis	en
Creator	Φιλλης Ιωαννης	el
Creator	Runtong Zhang	en
Content Summary	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
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	1998	-
Bibliographic Citation	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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