A Fuzzy Genetic Algorithm for Dynamic Routing in Homogeneous ATM Networks
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چکیده
Selecting an appropriate route for a given virtual circuit (VC) request in a virtual path based ATM network satisfying the required Quality of service (QoS) constraints is an important issue. Two of these important constraints are average network delay and reliability of the network. In this paper, a routing strategy based on Genetic Algorithm to find suboptimal routing solution for ATM networks while optimizing the above two metrics is presented. Fuzzy logic has been used to combine these metrics in a single objective function. Simulation results suggest that the proposed fuzzy GA seems to be a suitable algorithm for multiobjective optimization problems, particularly the one considered in this work.
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تاریخ انتشار 2000