Title :
Research in Neural Network Intelligent Method Based on Genetic Algorithm
Author :
Xu, Jin-Li ; Tan, Long-Yuan ; Pan, Hao
Author_Institution :
Sch. of Mech. & Electron. Eng., Wuhan Univ. of Technol., Wuhan, China
Abstract :
A hybrid algorithm of calculation and intelligent learning with global convergence will be introduced, which is a combination of the BP algorithm and the genetic algorithm. This hybrid algorithm takes advantage of these two kinds of algorithms, possessing both a fast convergence and a high level of global convergence property. As a result, it is significantly better than the two algorithms according to the computer simulation.
Keywords :
backpropagation; convergence; genetic algorithms; neural nets; backpropagation algorithm; genetic algorithm; global convergence; neural network intelligent method; Artificial neural networks; Circuits; Computer simulation; Convergence; Genetic algorithms; Genetic engineering; Intelligent networks; Neural networks; Neurons; Signal processing algorithms; BP algorithm; genetic algorithm; global convergence; neural network;
Conference_Titel :
Circuits, Communications and Systems, 2009. PACCS '09. Pacific-Asia Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3614-9
DOI :
10.1109/PACCS.2009.136
