Application Research of Improved BP Algorithm

Cheng Yang; Chao Shi

doi:10.4028/www.scientific.net/AMM.141.88

Paper Titles

Study on Vibration Modes and Acoustic Radiation Modes for Air Conditioning Compressor
p.64

An Experiment Study on the Dynamic Characteristics of Linear Rolling Guide
p.71

Analysis and Calculation of Vacuum Film Deaeration for High Viscosity Liquids
p.76

Application Research for Super-Gaussian Random Vibration Test Control Strategy
p.83

Application Research of Improved BP Algorithm
p.88

Based on GA Mixed with Trust Region Method Solving Nonlinear Least Square Problems
p.92

Deployment Simulation of Mooring Buoy System
p.98

Design of Distributed Wireless Monitoring System to Photovoltaic Modules Based on CC2530
p.103

Dynamic Analysis of Giant Magnetostrictive Actuator with Temperature and ΔE Effect Accounted
p.109

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 141Application Research of Improved BP Algorithm

Application Research of Improved BP Algorithm

Abstract:

Based on JS engine, this paper made a detailed analysis on the standard BP algorithm, BP algorithm with additional momentum item, BP algorithm of parameter to adjust and BP network based on LM algorithm .Finally, this paper gets the optimization algorithm and network by comparing in training step and diagnostic accuracy. In the end, the front panel of the diagnosis system is designed by MATLAB graphical user interface.