Title :
A multiple constrained Qos routing algorithm based on hopfield neural network
Author :
Meng Wei ; Yu Bin
Author_Institution :
Sch. of Inf. Eng., Tianjin Univ. of Commerce, Tianjin
Abstract :
This paper presents a multiple constrained QoS routing algorithm based on Hopfield NN. Multiple constrains conclude delay, bandwidth, delay-jitter, cost and so on. The expressions of network cost and path are given which is related with QoS and this problem can be regarded as a shortest path. Representing the shortest path problem as a Hopfield NN and establishing a NN model. Finally, an energy function is constructed which takes into account all objectives and constraints.
Keywords :
Hopfield neural nets; quality of service; telecommunication computing; telecommunication network routing; Hopfield neural network; delay-jitters; energy function; multiple constrained QoS routing algorithm; shortest path problem; Hopfield Neural Network; Multiple Constrained; Qos; Routing Algorithm;
Conference_Titel :
Wireless, Mobile and Sensor Networks, 2007. (CCWMSN07). IET Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-0-86341-836-5