Fuzzy Neural Network Model for Weather Forecasting of Airport
Xin Diao · Jisuanji gongcheng · 2008
For a multifactor weather prediction problem,this paper constructs a new model of fuzzy neural network based on rough set.This model applies the rough set theory to reduce factors of weather and extract rules,the model of fuzzy neural network is built by these rules,and the initial parameters' value of fuzzy neural networks is decided by the statistical parameters of rules and the result of discretization and the networks is trained by BP methods.The application example showi that this model is superior to the traditional one on fitting precision and training rate.