Hopfield Neural Network Approach to Clustering in Mobile Radio Networks

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in this paper,the Hopfield neural network(NN)algorithm is developed for selecting gateways in cluster linkage.The linked cluster(LC) architecture is assumed to achieve distributed network control in multihop radio networks through the local controllers,called clusterheads and the nodes connecting these clusterheads are defined to be gateways.In Hopfield NN models,the most critical issue being the determination of connection weights,we use the approach of Lagrange multipliers(LM) for its dynamic nature.