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标准的遗传算法优化最小二乘支持向量机，能很好的实现参数寻优功能(Standard genetic algorithm optimization least squares support vector machines, can achieve good functional parameter optimization)

用于计算设计矢量量化码书，采用Matlab进行编写，方便易懂(For computing vector quantization codebook design, using Matlab for writing, easy to understand)

matlab数据类型的源程序，希望对大家有帮助(Matlab source data type, hope to help everyone)

inverted pendulum model good example for modeling IP

流形学习是近年来机器学习及模式识别等领域的一个研究热点，其主要目标是去发现高维观察数据空间的低维光滑流形。自从2000年Roweis和Saul提出LLE算法、Tenenbaum等人提出Isomap算法，特别是Donoho等人发现Isomap算法能够准确发现人脸图像流形潜在的参数空间、张长水等人将LLE算法用于人脸识别并取得了较好的识别效果之后，基于流形学习的人脸识别研究引起了人们的广泛关注。(Manifold learning in recent years the field of machine learning and pattern recognition as a research focus, its main goal is to find high-dimensional data space observation of low-dimensional smooth manifold. Since 2000 LLE algorithm proposed by Roweis and Saul, Tenenbaum and others proposed Isomap algorithm, especially Donoho, who found that Isomap algorithm can find the potential face images of the parameter space manifold, and Chang-water will LLE algorithm for face recognition and to obtain a good recognition results, the manifold learning-based face recognition research has aroused extensive attention.)

本程序是用matlab写的关于偏微分方程的程序　很好的一个程序！(this program is written in Matlab on partial differential equations procedures a good procedure!)

用simulink建立的车速跟随控制器模型，可以用在车辆稳定性控制中(The vehicle speed following controller model established with Simulink can be used in vehicle stability control.)

ntroduction to Stochastic Search and Optimization, 2003 This program runs a GA with real-number coding. Elitism is used and the mutation operator is simply the addition of a Gaussian random vector to the non-elite elements. The user is expected to set a variable expect_fn representing the expected number of function evaluations allowed.

matlab编写相机标定程序，里面有影像数据和实际坐标数据，加入了畸变参数，实现了高精度标定。(Matlab camera calibration program with image data and the actual coordinate data, and joined the distortion parameters, realized the high precision calibration.)

说明：  算法实现图论中D算法，与以往代码不同之处是结果以图形的方式给出(Algorithm D algorithm in graph theory, the difference between the previous code is the way the results are given in graphical)