• Considering the limitation of classical BP algorithm, modified BP algorithm is used to train the network.

    考虑到经典BP算法的缺陷,采用改进BP算法对网络进行训练学习。

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  • The first order gradient optimization algorithm is employed to train the network. The training samples stem from the neutron kinetics of the point-reactor.

    神经网络的训练采用一阶梯度优化算法,利用点堆中子动力学模型产生训练样本。

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  • Moreover, an improved conjugate gradient algorithm is used to train the network and to overcome the shortcoming of easily trapping into local minimum points.

    网络训练时采用共轭梯度学习算法并对此算法进行了改进,有效的克服了梯度学习算法容易陷入局部极小的缺点。

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  • The actual data of naval vessel sonar are used to train the network, and then the trained neural network can forecast the naval vessel sonar self-noise accurately.

    利用舰艇声呐实测数据进行网络训练,训练好的神经网络可以对舰艇声呐部位自噪声进行精确预报。

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  • Some data were chosen to train the network model. The results show that the convergence rate was faster, the model had higher accuracy, the average absolute error can reach 0.002 7%.

    对现场收集的数据进行仿真学习,结果表明,该预测模型收敛速度快,具有较高的预测精度,平均绝对误差可达到0.002 7%。

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  • When BP network model is established, 8 parameters affecting the debris flows activity of the studying area are chose as the net input layer, and 20 samples are used to train the network.

    在BP网络模型建立时采用了对研究区泥石流活跃程度影响最主要的8个参数作为输入层,并选取了研究区的20个样本对网络进行训练。

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  • Combined Genetic Algorithms (ga) and back-propagation neural network (BP), an optimized GA-BP model was established to predict phosphorus content. Some data were chosen to train the network model.

    结合遗传算法(GA)和误差反馈型神经网络(BP),建立了优化的GA - BP神经网络预测模型,预测转炉炼钢过程钢液终点磷含量。

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  • Combined Genetic Algorithms (ga) and back-propagation neural network (BP), an optimized GA-BP model was established to predict phosphorus content. Some data were chosen to train the network model.

    结合遗传算法(GA)和误差反馈型神经网络(BP),建立了优化的GA - BP神经网络预测模型,预测转炉炼钢过程钢液终点磷含量。

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