Title :
BP Neual Network Based on Improved BFGS Algorithm in the Virtual Speed Prediction of Bio-mimetic Robotic Horse
Author :
Yuyan, Ren ; Hongrui, Wang ; Jie, Bao
Author_Institution :
Yanshan Univ. of Autom., Qinhuangdao, China
Abstract :
To improve the precision and efficiency for virtual speed prediction of bio-mimetic robotic horse, this paper presents the BP neural network based on improved BFGS to predict the movement of the virtual speed of the bio-mimetic robotic horse. Experiments show that the BP network proposed in this paper can effectively avoid the traditional BP neural networks detects which easy to fall into local minima, and has faster convergence speed.
Keywords :
Computer networks; Convergence; Horses; Intelligent networks; Intelligent robots; Iterative algorithms; Iterative methods; Multi-layer neural network; Neural networks; Robotics and automation; BP neural network; Newton descent method; bio-mimetic robotic horse; extended-BFGS method;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha, China
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
DOI :
10.1109/ICICTA.2010.440