Therefore, the author explains his idea on how to solve the urgent problems on train network control, ATP, media for communication network as well as earthing of control system.

This section uses the collected signal from the engine as training samples, and then use the BP Network algorithm constantly to train network weights from the forward and reverse.

此部分使用从发动机采集到的信号做为训练样本，然后运用BP网络算法，对网络权值进行正向和反向的不断训练。

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By combining Adaptive Genetic Algorithm ( AGA) with Back-Propagation ( BP) algorithm, an AGA-BP hybrid algorithm is presented to train network.

结合自适应遗传算法（AGA）和BP算法各自的优点，构造了AGA BP混合算法作为神经网络的学习算法。

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Using the reconfigurable system based on FPGA controlled by CPLD in the reconfigurable implementation of BP train Network and BP implement Network of Artificial Nerual Network.

并将由CPLD控制的基于FPGA的可重构系统应用到人工神经网络的BP网络训练和BP网络执行两个算法的可重构实现过程中并进行分析。

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Aiming at the characteristic of RBF neural network, a hierarchical genetic algorithm for RBF neural network is proposed to train network parameters and configuration simultaneity.

针对RBF网络的特点提出了用递阶遗传算法同时优化RBF网络结构及参数。

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It represented the first overseas export order for high-speed rail technology from China, which has built the world's largest high-speed train network in just five years.

墨西哥高铁合同是中国高铁技术首个海外出口订单，中国仅用5年时间就建起了世界最大的高速铁路网。

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Meanwhile workers on London's underground train network will go on strike in sympathy with colleagues losing their jobs at ticket offices.

以此同时，英国伦敦地铁系统工人将举行罢出自经济学人工以声援票务部门的失业同事。

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By C++ the software can train network and show the training-learning and simulating curve in the graph intuitively.

同时，使用C++语言开发了神经网络的仿真软件，该软件能对网络进行训练学习，并用图形的方式直观地显示训练学习曲线和仿真曲线。

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Therefore, the high-bandwidth Ethernet provide a solution for the large amounts of data and more intelligent devices to achieve high-speed train network communications.

经分析，高带宽工业以太网为大数据量、多智能化设备的高速列车网络通信的实现提供了解决方案。

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It can compatible with different train network, has rich interface resources, can provide data storage/ dump, fault diagnosis and other services.

它能兼容不同列车通信网络、接口资源丰富、可提供数据存储／转储、故障诊断等服务。

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This method uses B-spline basis function as fuzzy membership function, neural network to realize fuzzy inference, and BP algorithm to train network.

该方法采用B样条基函数作为模糊隶属函数，利用神经网络实现模糊推理，并采用反向误差传播算法对网络进行训练。

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Train network is appeared, and it has been applied widely aboard, but just at the beginning in our country.

列车网络应运而生，在国外已经大量应用，而在我国国内还仍然处于少量试验阶段。

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The technology of Train Network Control is the nerve center of modern trains, which also provides technology guarantee for train safety.

列车的网络控制技术是现代列车的神经中枢系统，是列车安全可靠运行的技术保证。

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The system improvement used the increased dynamic items to train network for solving the extreme small part and improving the network efficiency.

系统的改进采用增加动量项训练网络，以解决局部极小，提高网络效率。

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The paper depicts the current situation of Chinese train network control systems, gives out countermeasures to improve its communication reliability.

分析我国列车控制网络系统的现状，根据应用中遇到的具体问题，提出提高当前列车网络通信可靠性的对策。

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Jakarta is crossed by a huge train network.

雅加达拥有一个庞大的铁路系统。

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These various phenomena caused by the network can make the stability of the train network control system decline seriously.

这些由于网络带来的种种现象都会使列车网络控制系统的稳定性能严重下降。

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By analyzing the characteristics of train network data, the mathematical model is setup and data are classified.

通过对列车通信网络数据特性分析，对其进行分类并建立了数学模型。

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This platform can be used to load samples from text, design and train network with these samples.

该实验平台能够实现网络的设计与训练过程，即从文本文件中加载样本，进行网络的设计与训练。

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Dynamical recurrent least square algorithm with forgetting factor is presented to train network parameters.

针对对角回归结构，推导出带遗忘因子的动态递推最小二乘法对网络的参数进行训练。

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The function of the Training system is to establish network, train network and save network;

训练系统完成建立网络、训练网络、保存网络的功能；

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