Real-Coded Quantum-Inspired Genetic Algorithm-Based BP Neural Network Algorithm

The method that the real-coded quantum-inspired genetic algorithm (RQGA) used to optimize the weights and threshold of BP neural network is proposed to overcome the defect that the gradient descent method makes the algorithm easily fall into local optimal value in the learning process. Quantum genet...

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Bibliographic Details
Main Authors: Jianyong Liu, Huaixiao Wang, Yangyang Sun, Chengqun Fu, Jie Guo
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/571295