A fuzzy approach to the flow control problem

Authors:
Runtong Zhang;Yannis A. Phillis
Affiliations:
Technical University of Crete, Department of Production Engineering and Management, Chania 73100, Greece;Technical University of Crete, Department of Production Engineering and Management, Chania 73100, Greece
Venue:
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Year:
1998

Citing 0
Cited 2

FLAR: AN ADAPTIVE FUZZY ROUTING ALGORITHM FOR COMMUNICATIONS NETWORKS USING MOBILE ANTS

Cybernetics and Systems
Fuzzy routing in qos networks

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

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Abstract

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.