A New Approach to Enterprise Information Fusion: Choquet-Fuzzy-Integral-Based Neural Network
Zhengyou Wang · 2007
On the basis of Enterprise Information Fusion concept, a new approach of EIF, i.e, Choquet-fuzzy-integral-based neural network is presented. In light of examining the structure characteristics of conventional neural networks, the initial size of the new neural network is determined, a learning algorithm for weight value estimation based on genetic algorithm and back propagation algorithm of neural network is given, and then using the pruning algorithm of general neural network the final size can be done. An experiment is used to verify the validation of the new neural network. And lastly, some discussions and potential trends centering around EIF methods are pointed out.