<正> In order to make good use of the ability to approach any function of BP (back propagation)network and overcome its local astringency, and also make good use of the overall search ability of GA(genetic algorithms), a proposal to regulate the network’s weights using both GA and BP algorithms issuggested. An integrated network system of MGA (mended genetic algorithms) and BP algorithms hasbeen established. The MGA-BP network’s functions consist of optimizing GA performance parameters,the network’s structural parameters, performance parameter, and regulating the network’s weightsusing both GA and BP algorithms. Rolling forces of 4-stand tandem cold strip mill are predicted by theMGA-BP network, and good results are obtained.
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机译:Yancheng Institute of Technology Reports Findings in Artificial Neural Networks Using feed-forward perceptron Artificial Neural Network (ANN) model to determine the rolling force, power and slip of the tandem cold rolling
机译:基于优化遗传神经网络的井下运输机械滚动轴承故障诊断(The Application of Optimizing the GENETIC NEURAL NETWORK to the Fault Diagnosis of Rolling Bearings of Transporting Machinery Underground)