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The basic principle using the branchand- bound strategy to solve the traveling salesperson optimization problem (TSP) consists of two parts. &#1048708 There is a way to split the solution space. &#1048708 There is a way to predict a lower bound for a class of solutions. &#1048708 There is also a way ...

documentation for optimal filtering toolbox for mathematical software package Matlab. The methods in the toolbox include Kalman filter, extended Kalman filter and unscented Kalman filter for discrete time state space models. Also included in the toolbox are the Rauch-Tung-Striebel and Forward-Backwa ...

documentation for optimal filtering toolbox for mathematical software package Matlab. The methods in the toolbox include Kalman filter, extended Kalman filter and unscented Kalman filter for discrete time state space models. Also included in the toolbox are the Rauch-Tung-Striebel and Forward-Backwa ...

SMO 源程序基于libsvm，开发的支持向量机图形界面应用程序，并提供了关于C和sigma的新的参数选择方法，使得SVM的使用更加简单直观

cordic methods describe essentially the same algorithm that with suitably chosen inputs can be used to calculate a whole range of scientific functions including sin, cos, tan, arctan, arcsin, arccos, sinh, cosh, tanh, arctanh, log, exp, square root and even multiply and divide. the method dates ba ...

统计模式识别工具包(统计模式识别工具包，包含EM，SVM等方法。)

该程序包实现了几个常用的模式识别分类器算法，包括K近邻分类器KNN、线性判别方程LDF分类器、二次判别方程QDF分类器、RDA规则判别分析分类器、MQDF改进二次判别方程分类器、SVM支持向量机分类器。 主程序中还有接口调用举例，压缩包中还有两个测试数据集文件。 ...

支持向量机导论（有中英版本），学习SVM的经典书籍。导师叫我看这本书。

这是Libsvm2.6工具的源码，用于SVM分类和回归计算。

本文介绍了一般贝叶斯框架通过稀疏来解决回归和经典任务中利用线性模型中参数。虽然这框架完全概括说明了，我们对一个特定专业的做法，这个特定专业就是我们指的“相关向量机（ RVM ）” 一个模型以相同的函数模型功能流行和最先进的“支持向量机”（ SVM） 。我们论证了利用概率贝叶斯学习的构造，我们可以得出准确的预测 ...