感知机只能解决线性可分问题。
实验检验每一对汉字的线性可分性。
The experiment examines the linear separability of a pair of Chinese characters.
最优分类超平面原理使SVM在解决线性可分问题时有很好的表现。
The principle of finding optimized decision boundary give SVM excellent performance on linear separatable problems.
感知器是一种有用的神经网络模型，可以对线性可分的模式进行正确分类。
Perceptron is a kind of useful neural network model and can classify the classification of the detachable linearity correctly.
基本思想是通过非线性变换，使样本变换之后的特征空间中变得线性可分。
Basic idea is to adoption of non-linear transform, so that after changing the characteristics of the sample space become linearly separable.
支持向量机中的L2范数软边缘算法可以将线性不可分问题转化为线性可分问题。
The L2 norm soft margin algorithms in SVMs can change each linearly inseparable problem into a separable one.
当训练样本线性可分时，本文证明前馈神经网络的在线BP算法是有限次收敛的。
In this paper we prove a finite convergence of online BP algorithms for nonlinear feedforward neural networks when the training patterns are linearly separable.
R BF神经网络的隐层神经元的作用可解释成从非线性可分空间向线性可分空间映射的函数。
The role of hidden layer neurons of a RBF neural network can be interpreted as a function which maps input patterns from a nonlinear separable space to a linear separable space.
SP函数是一类具有明确逻辑意义的线性可分结构系 ，PSP函数是SP函数的特殊子集 。
SP functions form a linearly separable series with a clear logical meaning and the set of PSP functions is only a special subset of SP functions.
针对生理信息多维性和非线性可分性等特点，本文主要讨论了采用支持向量机作为融合多生理信息的方法。
Considering the multidimensional and nonlinear characteristic of physiological information fusing, the thesis use SVM for building medical modeling.
算法将上述非线性问题转化为多个最大流问题求解，并为求解非线性可分凸费用网络流问题提出了通用的求解框架。
This algorithm translates the process of solving NNFPCSC into solving of many maximum flow problems, and provides a general frame for solving NNFPCSC.
该文分析了非线性混叠信号的可分离性及分离条件，指出现阶段非线性混叠信号盲分离的局限性。
The separability and separating conditions for mixed signals are analyzed in this paper. The limitation of nonlinear blind source separation methods is proposed.
本文对线性约束不可分离凸背包问题给出了一种精确算法。
In this paper, we present an exact algorithm for solving nonseparable convex knapsack problems with linear constraints and bounded integer variables.
对于线性不可分的样本空间，需要寻找核函数，将线性不可分的样本集映射到另一个高维线性空间。
As for the undivided linear sample space, the kernel function is needed to map onto another high dimension linear space.
求解这一方程可分别得到非线性构形状态演化和结点力随机演化的概率结构。
By solving the joint equations, the probability characteristic of evolution of the nonlinear configuration state and the node force could be evaluated.
含噪语音经过线性预测分析后，所得的线性预测残差可分为与语音相关的语音残差部分和与噪声相关的噪声残差部分。
As the result of linear prediction analysis, the prediction residual of noisy speech can be divided into two parts: the speech residual related with speech and the noise residual related with noise.
随着芯棒伸出量的增加，管材弯曲过程中的壁厚变薄率变化趋势可分为三个阶段即线性下降阶段、过渡阶段和非线性增加阶段。
As the length of mandrel extension increases, the trend of thinning-rate change can be failed into three stages, namely linear decrease stage, transitional stage and nonlinear increase stage.
基于线性矩阵不等式(LMI)方法，给出了该系统可分散控制的充分条件及相应控制器的设计方法。
Based on the LMI approach, give a sufficient condition for decentralized stabilization and a method for the design of corresponding controllers.
由于这两个性质，蠕应变和热应变可分开研究，而且可线性叠加。
From this reason the creep strain and the thermal expansion can be separately examined and added.
该模型的目标函数是变量可分离二次函数，而约束条件是线性的。
The objective function of the model is a quadratic function with separable in the variables, and the constraints are linear.
用同伦方法分析了可分解映射的零点存在性，并获得它对一类非线性特征值问题的应用。
Using homotopy methods, this paper gives an analysis on the existence of zeros of the decomposable mapping, and finds its application to a class of nonlinear eigenvalue problems.
以光纤中非线性效应为基础的脉冲压缩器可分为两大类，我们称之为光纤-光栅对压缩器和孤子效应压缩器。
The pulse compressors based on the nonlinear effects in optical fibers can be classified into two broad categories, referred to here as fiber-grating compressors and soliton-effect compressors.
用参数可分离非线性最小二乘拟合方法，根据少量测量数据较准确地求得了太阳电池双指数数学模型。
Solar cell both exponent mathematical model can be obtained exactly using a few measurement data by the least squares fitting method that parameter can be separated.
用参数可分离非线性最小二乘拟合方法，根据少量测量数据较准确地求得了太阳电池双指数数学模型。
Solar cell both exponent mathematical model can be obtained exactly using a few measurement data by the least squares fitting method that parameter can be separated.
应用推荐