ATM网络中VCC的实时动态路由调度的神经网络新方法

A New Dynamic Routing Algorithm Based on NN in ATM Networks

针对神经网络因其强并行处理能力极适用于ATM网络实时动态路由调度 ,提出了一种基于Hopfield神经网络的新路由算法 ,该算法网络拓扑及链路长度参数仅仅与神经元偏置电流有关 ,使得其硬件实现及逻辑控制非常简单。

A new dynamic routing algorithm based on Hopfield neural network is proposed because neural network is employed to solve routing problem for its strong parallel computing ability. In the algorithm, much work is not required and VP topology and capacity are only related to the neuronal bias current supplied externally. The algorithm can speedily implement and be easy to realize with hardware. Finally, the simulation results prove the scheme's adaptation and robust.