A Fuzzy Neural Network Model of Linguistic Dynamic Systems Based on Computing with Words

A Fuzzy Neural Network Model of Linguistic Dynamic Systems Based on Computing with Words

Linguistic dynamic systems（LDS）are dynamic processes involving computing with words（CW）for modeling and analysis of complex systems.In this paper,a fuzzy neural network（FNN）structure of LDS was proposed.In addition,an improved nonlinear particle swarm optimization was employed for training FNN.The e...

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Veröffentlicht in:东华大学学报（英文版） 2010, Vol.27 (6), p.813-818
1. Verfasser: CAI Guo-rong Li Shao-zi CHEN Shui-li WU Ytm-dong
Format: Artikel
Sprache:eng
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Zusammenfassung:Linguistic dynamic systems（LDS）are dynamic processes involving computing with words（CW）for modeling and analysis of complex systems.In this paper,a fuzzy neural network（FNN）structure of LDS was proposed.In addition,an improved nonlinear particle swarm optimization was employed for training FNN.The experiment results on logistics formulation demonstrates the feasibility and the efficiency of this FNN model.
ISSN:1672-5220