ID3 algorithm to a certain extent self

以黎曼几何为理论依据，基于S.Amari的修正核函数思想提出了两种新的保角变换，用其对核函数进行数据依赖性改进，进一步提高支持向量机分类器泛化能力。以人工非线性分类问题 为对象进行研究，仿真实验结果表明采用新保角映射可以快速显著地改善分类器泛化性能，而且能大幅度地减少支持向量的数目。-Two novel conformal transformations were proposed based on the Riemannian geometry theory and S.Amari’sidea.And the kernel function was modified by the transformation in a data-dependent way.Our experimental results for theartificial nonlinear data set show that the generalization performance of support vector machines classifier is improvedremarkably and the number of support vectors is decreased greatly.

神经网络的相关应用项目-neural network-related application projects

一个支撑矢量机模型库，详细内容参看压缩包内的FAQ-A library for support vector machine. More detail refers to the FAQ in the package.

只是Java版实现的蚁群算法与程序结果演示，是学习和理解蚁群算法的好内容。-Only a Java version of the ant colony algorithm to achieve the results and procedures for the demonstration of learning and understanding better the content of ant colony algorithm.

根据粒子群算法的特点，用vc写出了源程序，可以实现粒子群的优化-According to the characteristics of particle swarm optimization, using vc wrote source code, you can achieve the particle swarm optimization

一个神经网络原型代码，针对的例子为《Perceptron Learning》 (Russell & Norvig， 第742页)-A neural network prototype code, for example for

TSP问题的一个简单实验例程,应用效果不错,可以作为初学者的参考-TSP problem with a simple test routine, applications good results can be used as a reference for beginners

人工智能课件，好不容易从老师那里考的，觉得老师讲的还蛮不错的-AI courseware, finally, where the exam from the teacher felt that the teacher talked about quite a good

非常好的机器人足球比赛平台，有详细的应用说明-Very good platform for robot soccer matches, a detailed application notes

基于RBF的PID控制matlab程序，望大家参考，共同学习。-PID control based on RBF