• 数字复合正交神经网络基础提出一种模拟复合正交神经网络应用于机械臂的控制

    An analog compound orthogonal neural network was presented on the basis of the digital compound orthogonal neural network and was applied in the position control of a manipulator.

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  • 在数字复合正交神经网络的基础上提出一种模拟复合正交神经网络用于直流闭环调速系统中。

    This paper covers an analog compound orthogonal neural network controller and its application to two closed-loop DC speed governing system.

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  • 数字复合正交神经网络基础提出一种模拟复合正交神经网络用于非线性伺服系统控制

    An analog compound orthogonal neural network was presented on the basis of the digital compound orthogonal neural network and was applied in the control of the servo system with nonlinearity.

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  • 通过数字复合正交神经网络连续化算法处理获得一种模拟复合正交神经网络作为前馈控制器

    The analog compound orthogonal neural network was obtained by means of a continuous algorithm treatment for a digital compound orthogonal neural network, and was used as the feedforward controller.

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  • 在此基础上,采用正交设计方法神经网络进行了岩体应力场三维变形反演分析获得岩体地应力场沿深度分布规律

    Then a three-dimensional deformation inversion analysis is conducted by orthogonal design method and neural network to acquire the distribution rule of rock body ground stress field at various depths.

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  • 该文考虑过程神经网络时间聚合运算复杂性基础上提出基于函数正交展开学习算法

    In consideration of the complexity of the aggregation operation of time in process neural networks, a new learning algorithm based on function orthogonal basis expansion is proposed.

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  • 通过正交试验模型训练,得到高精度神经网络模型。

    The neural network model of high precision was obtained by the training of orthogonal test method.

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  • 利用BP神经网络预测模型融合正交实验化学工艺进行优化

    The technology optimization of electroless plating can be predicted by BP neural network and orthogonal experiment.

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  • 基础上,提出一种基于正交试验神经网络优化设计方法

    And on the basis of it, a neural network optimal design method based on orthogonal experiment method is carried out.

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  • 然后分析神经网络BP算法收敛方面不足,并针对不足结合基于正交算子遗传算法进行改进。

    Then, this paper, after analyzing the shortage of BP neural networks in convergence, betters it by combining with the orthogonal-crossover-operator-based GA.

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  • 本文运用正交试验法优化复合沉积层纳米颗粒复合较大影响的各工艺参数,然后BP神经网络分析方法对结果进行分析处理。

    In this paper, the optimized process parameters that have major influence on nanoparticle content were obtained by orthogonal test, and the result was further analyzed by BP neural network.

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  • 神经网络建模样本选取上,引入适合智能旋翼正交选择法,大大地提高了训练效率

    The rate of training is improved by introducing the orthogonal selection applying for smart rotor to the selection of training cases in neural modeling.

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  • 总结正交应用研究,提出方法确定前馈神经网络的结构,包括层数、节点以及网络训练步数

    Based on summarizing of the application of onhogonal method, an onhogonal method for deciding the number of hidden layers, neurons and the training step of neural networks is presented.

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  • 采用人工神经网络BP算法电火花微小加工工艺参数正交实验结果作为神经网络学习样本,建立电火花微小孔加工多目标工艺参数的预测模型。

    Though choosing the experimental results as the learning sample, the performance predictive model of EDM micro-and-small holes is proposed, with the BP algorithm of artificial neural network.

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  • 文章提出一种基于分辨率学习正交小波神经网络结构设计方法网络权值学习采用阻尼递推最小二乘算法

    A designing method of wavelet neural network structure based on multiresolution learning is put forward, and the studies of network weights adopt damped least squares.

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  • 分析采用正交最小二乘(ols)算法RBF神经网络应用于DS - CD MA扩频通信的用户检测的问题,给出了基于RBF网络进行多用户检测的理论依据仿真分析性能

    RBF neural network method using OLS algorithm for Multi-user Detection in DS-CDMA Systems is pro-posed, and the theoretic basis and simulation analysis capability are given int his paper.

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  • 本文改进递归正交最小二乘ROLS算法停止条件,并用改进的ROLS算法优选RBF神经网络单元个数

    In this paper, the stop condition for recursion orthogonal least square (ROLS) algorithm is improved, and the optimal number of hidden neurons in RBFNN is chosen using this improved ROLS algorithm.

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  • 选取正交设计试验点作为反向传播人工神经网络训练,实现对实验试验点预测并与实测的试验数据比较。

    The trials of orthogonal design were chosen as the training set of the BP-ANN, and forecasted the trails of the entire field.

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  • 提出一基于正交基函数的小波神经网络设计方法,采用多分辨率学习确定隐含层结构,并用收敛较快阻尼最小二乘法训练权值。

    In this approach the network structure is determined by multiresolution learning, and the weights are trained by damped least squares which has fast convergent rate.

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  • 另外,给出一种利用人工神经网络进行模拟正交实验思路

    Mean while, a new thought of simulation orthogonality experiment is put forward.

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  • 另外,给出一种利用人工神经网络进行模拟正交实验思路

    Mean while, a new thought of simulation orthogonality experiment is put forward.

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