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The computational complexity of the algorithm is polynomial growing with the sample size and the solution is the maximal margin one in the high dimensional space.

其主要的内容是:当问题是线性可分时,给出一个求解最大间隔解的方法以及当问题不是线性可分时,提出利用一核函数将样本集映

Therefore, to the subsample's observation of continuous random parent population, if its material function can not be gotten easily the presented method can be used to approximate its distribution function, and.

因此对连续型随机样本母体中的简单随机子样的观察值,在不易得到其具体分布的情况下,可用此方法来近似求出其分布函数并可达到很好的逼近效果。

Therefore, to the subsample's observation of continuous random parent population, if its material function can not be gotten easily,the presented method can be used to approximate its distribution function,and good approximation effect can be achieved.

因此对连续型随机样本母体中的简单随机子样的观察值,在不易得到其具体分布的情况下,可用此方法来近似求出其分布函数并可达到很好的逼近效果。

For time-varying amplitude PPS in white complex Gaussian noise,the strong convergence of estimates of HAF and the highest order polynomial plase coefficient is proved.

对于复高斯白噪声污染的时变振幅多项式相位信号,证明了其高阶模糊函数样本估计和相位多项式最高阶系数估计的强收敛性质。

It inherits the advantage of PF, representing multiple uni-modal distribution instead of calculating probability distribution function explicitly.

该方法继承PF的优点,不需要直接求解概率分布函数,而是用随机采样得到的样本集合来表示机器人的位姿信度分布及其不确定性。

Using it we can approximately obtain the expectation of any function,using the certain quantity the random sample particle to express the posterior density of random variable in the model,and can be used in the any non-linear random models.

粒子滤波算法是一种适用于非线性非正态约束的基于模拟的统计滤波算法,可以近似得到任意函数的数学期望,利用一定数量的随机样本粒子来表示模型中随机变量的后验概率分布,并且能应用于任意非线性随机模型。

In the second part , also under NA assumption, we worked on the consistency of kernel estimator of regression function in the nonparametric regression model Y_i =g+ε_i.

第二部分:我们研究了样本为NA相依的情况下,非参数回归模型Y_i=g+ε_ii=1,2,…,n中,回归函数核估计的强,弱相合性。

One was that research objects were ruleless and dishevelled. Another was that research target was reducing Ommission Error of change parcel. The Distance Discriminate Analysis was meliorated in the paper to get better recognizing effect. One was turning the question of change parcel to the question of standard land type. Another was making strict regulation. This improved Distance Discriminate Analysis is not only visual and briefness, but also easy operational.

在设计变化地块识别的判决函数时,本文针对变化地块识别工作的特殊性:1、以无规律性、无集群性的变更地块为研究对象;2、以降低变更地块的漏判率为目标,对距离判别法做了如下改良:1、将无规律、无集群性的变更地块识别问题转化为有规律、有集群性的地类识别问题;2、严格判类规则(将落入误判高发区的待测样本视为变更地块),以减少变更地块的漏判。

The improved criteria on the constraint conditions of kernel functions in our results should also provide a better understanding of the asymptotic properties of the ESD of large dimensional sample covariance matrices.

具我们结果中核函数的限制的改进准则,可以对大维样本协方差矩阵的经验谱分布的渐近性质有一个更进一步的理解。

Mining Function from sample dataset is an important research branch of GEP.

对样本数据进行函数挖掘是GEP研究的一个重要内容。

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