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- Among them, the Radial Basis Function( RBF) neural network is a better model. 在这些预测模型中性能比较突出的是径向基函数网络(RBF)法。
- The nonlinear offline model of the controlled plant is built by LS-SVM with the radial basis function (RBF) kernel. 首先,用具有RBF核函数的LS-SVM离线建立被控物件的非线性模型;
- The radial basis function neural network (RBFNN) can be employed as an approximator to compensate the system uncertainties after effective learning. 与类神经网路学习成效息息相关者有二:类神经网路架构与学习法则。
- The radial basis function networks (RBFN) was combined with the cyclic subspace regression (CSR) in this paper, and a modeling approach by RBFN-CSR was designed. 本文将径向基函数网络(RBFN)与循环子空间回归(CSR)相结合,设计了RBFN-CSR建模方法。
- A raised-cosine function is used as the radial basis function in the RBF neural network.It has good ability to approximate multivariable nonlinear system. 该方法采用增量馀弦函数作为RBF网络的基函数,对多变数非线性系统有很好的拟合能力。
- Firstly it constructed a curved face equation, and then did self-learning by adjusting power gene and center and width of the radial basis function with restriction condition on reflect function, finally gained satisfactory curved face equation. 该算法先采用网络构造一个曲面方程,再利用反射函数作为约束条件,通过调整权因子和径向基函数中心和宽度对网络进行自学习,得到一个满意的曲面方程。
- It was shown by a practical example that, when the radial basis function is used to analyze the reliability, building up a concrete model is unnecessary, so that the adoptability is even stronger. 实例分析表明,利用径向基函数模型分析可靠度时,不需建立具体模型,适应性更强;
- Defining a new mapping relationship, the generation process of training data is effectively simplified when using the radial basis function neural network (RBFNN) to realize beamforming. 摘要定义了一种新的映射关系,有效地简化了应用径向基函数神经网络(RBFNN)实现波束形成时训练数据的产生。
- the radial basis function neural network (RBF) RBF神经网络
- For the prediction of SO2 density based on the radial base function (RBF) neural network, according to the historical data of SO2 density, RBF neural network model is established to fit training. 基于RBF神经网络的SO2的浓度预测,选取一定的历史数据建立径向基函数神经网络训练模型,进行拟合训练。
- Aiming at the surface approximating of the scattered data, this paper proposes a fitting method of curved surface which is based on the radial basis functions used together with the B-spline surface. 摘要针对散乱数据的曲面拟合问题,提出一种径向基函数与B样条插值结合使用的曲面拟合方法。
- Equalizer Using Evolutionary Programming to Optimize the Structure of the Radial Basis Function Neural Network 用进化规划思想优化径向基函数神经网络结构的均衡器
- Solving the Bond Option Pricing Mathematics Model by Means of the Radial Basis Function Method 径向基函数方法求解债券看跌期权定价模型
- The rare suspension damping parameters of a jeep were optimized with radial basis function neural network. 以某汽车为例,采用径向基函数神经网络对后悬架的阻尼进行了优化。
- A new method is proposed for training radial basis function networks (RBFN) using the unscented Kalman filter (UKF). 摘要提出了应用无先导卡尔曼滤波器(UKF)来训练径向基神经网络(RBFN)的新方法。
- The Research of Risk Assessment of Project Item Based on the Radial Basis Function Network 基于径向基函数网络的工程项目风险评估研究
- A new method was proposed to sort neural spikes using radial basis function manual neural network. 通过径向基函数神经网络的分析,对神经元脉冲电位信号提出了新的分类方法。
- In this work, MLP is substituted by a radial basis function (RBF) network, which solves these problems successfully. 通过引入径向基函数(RBF)网络替代多层感知器网络,较好地克服了这些缺点。
- The comparison among linear, multilayer perceptrons, radial basis function estimators have been made. 谐波源定位估计器通过基于支持向量机算法进行设计。