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code heuristic cluster

这次上传的绝对是好东西，数值优化，关键是对不同函数进行运算。这次将无约束测试问题上传，可作为论文数值计算使用。注：本人本科毕业论文做的是无约束优化，研究生做的是结构方程(LISREL)、数值优化、蚁群算法，可以进行交流，联系QQ272958823(Test function for optimation!)

Chapter 3 Matlab codes from AEMM book

故障诊断方面的一篇文章，发表在Automatica上，具有很大的参考意义。(Fault diagnosis of an article published in Automatica, and has great reference value.)

摘要:分析了最小均方误差滤波和递归最小二乘滤波算法、自适应滤波的神经网络方法、 基于QR分解的方法、统一模型下的自适应滤波及基于高阶累积量的自适应算法的优缺点，并对自适应滤波算法的未来发展做了展望。 (the author analyzes the minimum mean square error filter and recursive least square filter algorithm, an adaptive filter neural network method, Based on the decomposition of the QR unified model method, an adaptive filter and based on the cumulant adaptive algorithm of their advantages and disadvantages, and on the The algorithm is applied to the development of the future is prospected. )

Cplex是一种用于GAMS (The General Algebraic Modeling System，通用代数建模系统)的求解器，它使得用户可以把GAMS（通用代数建模系统的）的高级建模功能跟Cplex优化器的优势结合起来。Cplex优化器是为能快速、最少用户干预地解决大型、复杂问题而设计的。求解线性、二次约束和混合整数规划问题的Cplex算法现在已提供访问（针对恰当的许可证）。尽管现存有多种求解工具，但是，GAMS/Cplex能自动地为特定问题计算最优值和设置大部分选项。(Cplex is a solver for GAMS (The General Algebraic Modeling System, general algebraic modeling system), which enables users to combine the advanced modeling function of GAMS (general algebraic modeling system) with the advantages of Cplex optimizer. The Cplex optimizer is designed to solve large, complex problems with rapid and minimal user intervention. The Cplex algorithm for solving linear, two - time constraints, and mixed integer programming problems has now provided access (for appropriate licenses). Although there are many existing solutions, GAMS/Cplex can automatically calculate the optimal value for a specific problem and set most of the options.)

偏最小二乘算法 利用交叉验证算法计算应提取成分的个数，本程序给出了交叉验证的发放以及回归系数的算法(Partial Least Squares algorithm using cross-validation the number of components to be extracted, this procedure gives the distribution as well as cross-validation regression coefficient of the algorithm)

用MATLAB实现线性平滑滤波器和中值滤波器(To realize the linear smoothing filter and median filter using MATLAB)

光子晶体中吸收介质，其等效介电函数的虚部与实部的共振曲线模拟。(Dielectric absorption in photonic crystals, the resonance curve of the imaginary part of the dielectric function and the real part of the simulation. )

利用MATLAB中小波信号“db4 对信号分解和重构，去除噪音(MATLAB signal using wavelet )