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计算机科学 2008
RCGNN:A Real Number Coding Genetic Neural Network Prediction Model
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Abstract:
In order to overcome the shortcomings of traditional error back propagation algorithm for updating the weights of the multi-layer forward neural networks,such as the low precision of the solutions,the slow search speed and easy convergence to the local minimum points,we propose an improved genetic neural network RCGNN,which combines genetic algorithm and neural network,contains real number coding,arithmetic crossover,Gauss mutation and climbing operation.The result of a illustrative sequence prediction exam...