Localization-Error

testocx.m － 用于测试ActiveX控件ActVoice的MATLAB录音程序

主元分析的matlab源代码，对于一个样本空间可以获得其主元成分(Principal component analysis, Matlab source code for a sample space to obtain the main element composition)

独立向量分析。是独立分量分析的一种扩展算法，可以用于信号卷积混合。(Independent vector analysis. Is an extension of the independent component analysis algorithm can be used for mixed signal convolution.)

Numerical Maths Using Matlab matlab学习资料，英文版 基于matlab的数值方法：曲线拟合、数值优化……(Numerical Maths Using Matlab matlab learning materials, the English version is based on the numerical analysis matlab)

matlab版本 图论中的旅行商问题TSP算法 一般C版本的比较多，这里提供matlab版本的，更简单方便使用 (Matlab code of TSP algorithm in graph theory)

三维路径规划算法，蚁群算法实现，注释详细清晰，程序完整(Three-dimensional path planning algorithm, ant colony algorithm, detailed notes clear, complete procedures)

最优化计算分析方面的程序入门资料小，适合初学者(Optimization calculation program started small data analysis, suitable for beginners)

说明：  共轭梯度法（Conjugate Gradient）是介于最速下降法与牛顿法之间的一个方法，它仅需利用一阶导数信息，但克服了最速下降法收敛慢的缺点，又避免了牛顿法需要存储和计算Hesse矩阵并求逆的缺点，共轭梯度法不仅是解决大型线性方程组最有用的方法之一，也是解大型非线性最优化最有效的算法之一。 在各种优化算法中，共轭梯度法是非常重要的一种。其优点是所需存储量小，具有步收敛性，稳定性高，而且不需要任何外来参数。(The Conjugate Gradient method is a method between the steepest descent method and the Newton method. It only needs to use the first derivative information, but overcomes the shortcomings of the steepest descent method and avoids the need for the Newton method to store And the calculation of Hesse matrix and the inverse of the shortcomings, conjugate gradient method is not only to solve large-scale linear equations one of the most useful methods, but also solution for large-scale nonlinear optimization of one of the most effective algorithm. In a variety of optimization algorithms, conjugate gradient method is a very important one. The advantage is that the required storage capacity is small, with step convergence, high stability, and does not require any external parameters.)

说明：  adaptative colntrol with luenberger observer

说明：  自己做的matlab的实现FUZZY和PID控制互相切换的仿真!!(Matlab own realization of the FUZZY and PID control to switch the simulation with each other!!)