Title :
Lectotype optimization Of single-layer steel reticulated dome based On BP neural network method
Author :
Lu, Xiaoli ; Chen, Shiying ; Zhao, Xiaowei ; Xiaoli Lu
Author_Institution :
Shandong Jianzhu Univ., Jinan, China
Abstract :
Sample database was established and the mapping relationship between span,rise-span ratios and type of shell with minimum weight was simulated by using BP neural network method. The selected typical samples were chosen from hundreds of sectional optimized results based on sequential two-level algorithm from five typical types of reticulated domes. This paper provides a simple lectotype optimization method of single-layer steel reticulated dome shell structure which was based on BP neural network.
Keywords :
backpropagation; design engineering; neural nets; optimisation; shells (structures); steel; structural engineering computing; BP neural network; lectotype optimization; sequential two-level algorithm; single-layer steel reticulated dome shell structure; Artificial neural networks; Databases; Mathematical model; Neurons; Optimization; Steel; Training; Lectotype optimization; Single-layer steel reticulated dome; neural network;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569715