• When the simulated function has both linear and nonlinear items, the DRBF trained by the new algorithm has batter ability than RBF using GAP-RBF algorithm.

    模拟函数同时含有线性非线性因子时,方法训练DRBF网络的性能用GAP-RBF训练的RBF网络性能好。

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  • For establishing the model of soft measurement of the quality of mixing rubber in rubber mixing mill a RBF algorithm that is suitable for MISO soft measurement model is studied.

    针对橡胶质量测量建模问题,研究适用MISO软测量模型一种RBF算法

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  • The short-term load forecast model was established based on the AVCPSO-RBF algorithm. Using the method and history load data of Guizhou power system, the short-term load forecasting was carried out.

    建立基于优化算法短期负荷预测模型利用贵州电网历史数据进行短期负荷预测。

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  • The model was applied to establish the relations between water quantity and water quality of Sanmen Gorge reservoir. The calculated results show that better prediction was gained using RBF algorithm.

    结果表明,在建立三门峡水库流量水质输入响应关系模型的实际应用中R BF算法取得较好的预测效果

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  • It has important theoretical significance and application value how to find an effective learning algorithm of RBF neural networks.

    如何找到一种更加行之有效RBF神经网络学习算法具有重要理论意义应用价值

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  • The application of the algorithm in multiuser detection problems demonstrates that the RBF network trained with the algorithm is concise in structure and has good anti-MAI performance.

    方法用于多用户检测问题的实验结果表明,采用这种混合算法训练RBF网络结构精简具有很好的抗多址干扰的性能。

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  • Then immune evolutionary algorithm is used to train the RBF network, which reduces the searching space of canonical evolutionary algorithm and improves the convergence speed.

    采用免疫进化算法训练r BF网络进一步缩小了标准进化算法搜索空间范围,提高了算法的收敛速度。

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  • An online identification algorithm was constructed using the least squares method and an RBF neuro network.

    针对控制模型的特点,利用最小乘法RBF神经网络构造了二次辨识在线辨识算法

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  • Analysis the current RBF neural network at the same time do some improve work on its training algorithm.

    现有的RBF神经网络进行分析,并训练过程中使用的聚类算法进行改进

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  • A learning algorithm of subtractive clustering for RBF network is used to obtain the parameters of radial basis function so as to optimize network structure.

    RBF网络采用一种聚类学习算法确定径向函数的相应参数使网络结构得到优化

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  • A two-level learning method combining improved immune algorithm and least square method was proposed to design a radial basis function (RBF) network.

    结合改进免疫算法最小乘法,提出设计径向函数(RBF)网络的两级学习方法

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  • An optimization algorithm of RBF Neural Networks based on ant colony clustering and a pruning method is proposed.

    提出一种基于群聚类算法裁剪方法RBF神经网络优化算法

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  • RBF network on line recognition, single neuron PID control and control algorithm are introduced.

    介绍了RBF网络在线辨识神经元PID控制器控制算法

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  • Then, aiming at the existing problem, the algorithm of dynamic recurrent neural network, RBF neural network and adaptive inverse control is studied in the paper.

    接着结合存在问题动态递归神经网络R BF神经网络自适应控制进行了算法研究

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  • One kind of alternant gradient algorithm for improving the training of Radial Basis Function (RBF) neural network is proposed.

    提出交替梯度算法径向函数(RBF)神经网络训练进行改进

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  • Compared with RBF Network, it is concluded that learning algorithm is master key to improve properties of Artificial Neural Network.

    工具箱RBF网络相比较说明网络学习算法改善网络性能关键

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  • Radial Basis Function (RBF) neural network learning algorithm based on immune recognition principle is proposed.

    提出了一种基于免疫识别原理径向函数神经网络学习算法

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  • A hybrid RBF training method based on immune algorithm and least square method is proposed and applied in radar antenna scanning-style recognition system.

    采用一种基于免疫算法最小乘法的两级学习方法设计径向基函数(RBF)网络,将其应用雷达天线扫描方式识别系统。

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  • Then an end-point forecast model was built based on the RBF neural network by analyzing the melting technology and the RBF training algorithm.

    然后通过真空感应冶炼工艺机理的深入分析以及对神经网络算法的研究,建立基于RBF神经网络的终点预报模型

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  • The discounted least squares (DLS) principle is borrowed to construct the learning algorithm of DLS-RBF based upon squared error criterion.

    借用打折最小平方(dls)原理构建基于误差平方准则DLS R BF网络的学习算法

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  • Aiming at the problem of weak object detection with complex background, a detection algorithm based on composite RBF network and chaotic theory is presented in this paper.

    针对复杂背景中的目标检测问题提出一种基于组合r BF网络混沌理论的检测算法

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  • Using RBF (Radial Basis Function) network as the soft-sensing model, its natural to introduce regularization learning algorithm.

    径向函数神经网络作为测量模型,在软测量建模中引入正则化学习算法。

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  • This paper presents a learning algorithm for a RBF neural network with adjustable radial basis width and discusses its application in the classification problem of share tendency patterns.

    提出一个宽度可调RBF神经网络学习算法应用个股走势模式分类问题

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  • 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.

    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。

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  • In this paper, a one-step ahead predictive control algorithm based on Radial base Function (RBF) neural networks is proposed, which needs only one neural network.

    提出基于径向函数(RBF)神经网络一步超前预测控制算法

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  • A recursive least squares algorithm for linking weight between linear layers of RBF network is introduced, and a dynamic recursive algorithm of center vector is proposed.

    介绍了RBF网络线性训练算法——最小二乘法,中心向量动态递推算法。

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  • A recursive least squares algorithm for linking weight between linear layers of RBF network is introduced, and a dynamic recursive algorithm of center vector is proposed.

    介绍了RBF网络线性训练算法——最小二乘法,中心向量动态递推算法。

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