Title :
Fuzzy neural network structure of linguistic dynamic systems based on nonlinear particle swarm optimization
Author :
Cai, Guo-Rong ; Chen, Shui-Li ; Guo, Wen-Zhong
Author_Institution :
Sch. of Sci., Jimei Univ., Xiamen, China
Abstract :
Linguistic dynamic systems (LDS) are dynamic processes involving computing with words instead of numbers for modeling and analysis of complex systems. In this paper, a fuzzy neural network (FNN) structure of LDS base on nonlinear particle swarm optimization was proposed. Finally, experiment results on logistics formulation demonstrated the feasibility and the efficiency of the proposed FNN model.
Keywords :
computational linguistics; fuzzy neural nets; particle swarm optimisation; fuzzy neural network structure; linguistic dynamic systems; nonlinear particle swarm optimization; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Intelligent systems; Knowledge engineering; Logistics; Neural networks; Nonlinear dynamical systems; Particle swarm optimization; Computing with words; Fuzzy neural network; Linguistic dynamic systems; Particle swarm optimization;
Conference_Titel :
Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-2196-1
Electronic_ISBN :
978-1-4244-2197-8
DOI :
10.1109/ISKE.2008.4731054
