Some Notes on Vector Set valued Optimization Problem

关于 向量 集值优化问题的几个注解

Propose the concept of core vector and apply core vector set to improve SVM .

提出了核心向量的重要概念，并把核心 向量 集应用于支持向量机的改进。

In vector-based descriptor for 3D point cloud model points in point cloud are precisely denoted by a set of vectors some statistics of the vector set are computed as the descriptor for 3D point cloud model .

基于向量表示的三维点云模型描述子利用向量集对三维点云中各点进行精确表示，通过计算此 向量 集的统计量来表示三维点云模型的表面形状。

The establishment of matching vector set and the conoept of standard vector can reduce the calculation time greatly .

新型匹配 矢量 集以及基准矢量的提出大大地减少了运算时间。

The recognition of strong influence points in support vector set by local perturbations is studied since SVM with better generalized ability can be constructed by these strong influence points ;

讨论了通过对支持向量的局部扰动来确定支持 向量 集中的强影响点，并由这些强影响点构造相同精度下具有更强广义能力的支持向量机；

First we cluster microblogs using sub-topic vector set as the initial cluster centers .

首先以子话题 向量 集作为初始聚类中心对追踪到的微博进行聚类。

V-BLAST detection based on nulling vector set searching

基于迫零 矢量 集搜索的V-BLAST检测算法

Proposed an improved clustering method based on density of training samples extracted data play a decisive role to focus on the classification of support vector set as a new set of training samples to carry out classifier training .

提出了一种改进的基于密度聚类的方法提取训练样本数据集中对分类起决定性作用的支持 向量 集作为新的训练样本集来进行分类器建模。

Study on Features of Support Vector Set of Adaptive and Iterative Algorithm

自适应迭代算法支持 向量 集的特性研究

The fault simulator is an important part of a simulating based automatic test generating system and its performance greatly affects the quality of the gained test vector set .

故障模拟器是基于模拟 算法的测试生成系统的重要组成部分，其性能优劣直接影响测试 集的各项指标。

A Method Based On Principle Vector Set For Texture Analysis

一种基于主 矢量 集的纹理图象分析方法

Then a definition of common weights vector set is given and a new ranking method for DEA based on it is proposed .

在给出公共权重 向量 集概念的基础上，提出了一种新的对决策单元进行排序的方法。

Analysing the core imputation vector set may instruct the decision makers in the lower level to form coalitions for making larger profits .

通过对核心分配 向量 集的分析可以指导下层决策者中哪些部门组成合作联盟能够获得更大的利益。

Application of Recurrent Equation of Fuzzy Vector Set And Its Computer Realization

模糊 向量 组循环方程的应用及其计算机实现

Meanwhile adjust subtopic vector set dynamically . Specific method is as follows .

追踪的同时，对子话题 向量 集进行动态调整。

This paper describes a texture representation and an analysis method based on multi dimensional texture principle vector set ( PVS ) and its corresponding energy set ( ES ) and also provides an approach to computing the PVS and the ES from a texture image .

描述了一种基于多维纹理主 矢量 集与相应能量 集的纹理图象表示及分析方法。并给出了由纹理图象求得主矢量集及相应能量集的计算过程。

The principal component u_1 of the vector set can be obtained by making eigenvalue decomposition . Then projecting each vector V_x ( N ) on the principal component u_1 results in good noise suppression .

应用特征分解方法可求出属于这个 向量 集的主分量u1，然后将每个向量Vx（N）投影到主分量u1上，即可得到较好的去噪效果。

Using the Feature Vector Selection algorithm a feature vector set is selected which forms a set of bases to approximate the mapping of training samples in the RKHS space .

该算法利用特征矢量选择（FVS）从训练样本集中选择一个特征 矢量 集，原样本在RKHS空间中的映射可用该集合中元素映射的线性组合近似。

The proposed deterministic TPG synthesis algorithm based on CA focus on the manipulation of the low power vector set which will not affect the low power character of the original vector set and coverage .

所提出的基于CA的低功耗确定TPG综合算法，针对低功耗 向量 集进行操作，不影响原有测试集低功耗特性和故障覆盖率。

The vectors obtained from different common-offset trace gathers form a vector set in N-dimensional space .

这些由不同偏移求得的向量就构成了N维空间上的 向量 集。

A new combined maximum likelihood ( ML ) and decision feedback equalization ( DFE ) detection algorithm for the V-BLAST system is proposed based on nulling vector set searching .

基于迫零 矢量 集搜索提出了一种新的混合最大似然（ML）和判决反馈均衡（DFE）的垂直贝尔实验室分层空时码（V-BLAST）检测算法。

When the margin support vector set was empty some sample was added into this set by updating the model bias so that the training algorithm could run again .

边缘支持 向量 集合为空时，修改模型的偏值项使样本进入该集合，训练算法得以继续运行；

Based on the concept of the combinational vector set the operator on the combinational multiplicative of the set is defined .

在组合 向量 集这样一个概念的基础上，定义了一种集的组合积运算算子。

Based on KKT condition the possible change of support vector set is analyed after new samples are added to training set and a view named parallel potential data set is put forward .

该算法基于KKT条件，通过研究支持 向量分布特点，分析了新样本加入训练集后，支持 向量 集的变化情况，提出等势训练集的观点。

In order to increase training speed of original on-line support vector machine training algorithm and to deal with the case of margin support vector set being empty a new algorithm was obtained by strict mathematical deduction based on KKT condition and Lagrangian multiplier method .

针对支持向量机在线训练算法训练速度较慢和无法处理边缘支持 向量 集合为空的缺点，以KKT条件和拉格朗日乘数法为基础，用严格的数学推导得到一种改进的训练算法。

In the job-clustering phase based on important scheduling characteristics affecting parallel machine scheduling performance the clustering vector set was formed and all unscheduled jobs were clustered to different job sets by a modified Fuzzy C-Means ( FCM ) algorithm .

在工件聚类阶段，基于影响并行机调度性能的重要调度特征量，采用改进的模糊C-均值聚类方法 将所有待 上机工件分为多个聚类；

An algorithm of reducing support vector set

一种支持 向量 集合的精简算法

Kernel Logistic Regression Based on Feature Vector Set

基于特征 矢量 集的核Logistic回归