Title :
International Market Selection for Agricultural Product Using Fuzzy Neural Networks
Author :
Zhang, Meimei ; Zhuang, Chuanli ; Gao, Bo
Author_Institution :
North China Electr. Univ., Baoding
Abstract :
International market selection is non-linear, multi-criteria decision-making problems characterized by overwhelm complexity. To solve this problem, we proposed a multigroup classification model based on a hybrid fuzzy neural network (FNN) model. The model is combined by the straightforward fuzzy inference system with the back-propagation neural network. Due to the representative ability of fuzzy inference system and the learning or intelligent ability of neural network, the results of the application of the methodology on real data indicate that the proposed method performed remarkable well in the international market selection.
Keywords :
agricultural products; backpropagation; decision making; fuzzy neural nets; fuzzy reasoning; international trade; market opportunities; pattern classification; agricultural product; back-propagation neural network; fuzzy inference system; fuzzy neural networks; hybrid FNN model; international market selection; multigroup classification model; nonlinear multicriteria decision-making problems; Agricultural products; Artificial neural networks; Decision making; Engines; Fuzzy logic; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Intelligent networks; Neural networks;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.369