Chaotic Hopfield Neural Network Swarm Optimization and Its Application

A new neural network based optimization algorithm is proposed. The presented model is a discrete-time, continuous-state Hopfield neural network and the states of the model are updated synchronously. The proposed algorithm combines the advantages of traditional PSO, chaos and Hopfield neural networks...

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Bibliographic Details
Main Authors: Yanxia Sun, Zenghui Wang, Barend Jacobus van Wyk
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2013/873670