The Study on Neural Network Intelligent Method Based on Genetic Algorithm

Abstract:

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The paper gives the hybrid computational intelligence learning algorithm with global convergence, which is combined by BP algorithm and genetic algorithm. This algorithm connects the strengths of the BP algorithm and genetic algorithms. It not only has faster convergence, but also has a good global convergence property. The computer simulation results show that the hybrid algorithm is significantly better than the genetic algorithm and BP algorithm.

Info:

Periodical:

Advanced Materials Research (Volumes 271-273)

Edited by:

Junqiao Xiong

Pages:

546-551

DOI:

10.4028/www.scientific.net/AMR.271-273.546

Citation:

H. T. Wang "The Study on Neural Network Intelligent Method Based on Genetic Algorithm", Advanced Materials Research, Vols. 271-273, pp. 546-551, 2011

Online since:

July 2011

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Price:

$35.00

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