DocumentCode
2343378
Title
Tower-Topology of Fuzzy Optimization Bp Neural Networks and a Case Study
Author
Chunling, Chai ; Haifeng, Wang ; Yanna, Su
Author_Institution
Agric. Univ. of Hebei, Baoding, China
Volume
2
fYear
2010
fDate
18-20 Dec. 2010
Firstpage
860
Lastpage
863
Abstract
Fuzzy optimization neural networks combines neural networks model with fuzzy optimization model, its application must establishes fixed expression topology according to actual problem. Aiming at the experiments in which multiple stages, influence factors and treatment levels should be considered, a tower-topology is established to simulate relationships between factors and results in this paper. In the topology, useless connections must be deleted and connection weights are constrained in. Through a case study of irrigation experiments, the relationship between treatment levels and yield is presented by more precisely than a traditional model.
Keywords
backpropagation; fuzzy neural nets; fuzzy set theory; optimisation; topology; BP neural network; fixed expression topology; fuzzy optimization; irrigation experiment; tower topology; Fuzzy optimization neural networks; connections weights; simulate; tower-topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Manufacturing and Automation (ICDMA), 2010 International Conference on
Conference_Location
ChangSha
Print_ISBN
978-0-7695-4286-7
Type
conf
DOI
10.1109/ICDMA.2010.466
Filename
5701542
Link To Document