D_file

自适应滤波器程序，选用电力系统谐波信号作为输入。其中包括了wiener滤波器，kalman滤波器，LMS算法，RLS算法，LSL算法，FTF算法。所有程序均为本人自编，并且标注了编程所参考的书籍及页数，经过调试，完全正确，请放心使用。(Adaptive filter procedures, selection of power system harmonics signal as input. Including the wiener filter, kalman filter, LMS algorithm, RLS algorithm, LSL algorithm, FTF algorithm. All Programs are my own, and marked by a programming reference books and pages, after debugging, completely correct, please rest assured that use.)

Fully informed particle swarm optimization for optimizing a general function.

比较详细的介绍了最优化方法及如何利用MATLAB实现 :)(More detailed description of the optimization method and how to use MATLAB to achieve:))

TRAINDIFFEVOL(NET,Pd,Tl,Ai,Q,TS,VV) takes these inputs, NET - Neural network. Pd - Delayed input vectors. Tl - Layer target vectors. Ai - Initial input delay conditions. Q - Batch size. TS - Time steps. VV - Either empty matrix [] or structure of validation vectors. and returns, NET - Trained network. TR - Training record of various values over each epoch: TR.epoch - Epoch number. TR.perf - Training performance. TR.vperf - Validation performance. TR.tperf - Test performance. TR.mu - Adaptive mu value.

自适应粒子群算法的应用程序，用matlab编写，适合初学者使用(adaptive PSO algorithm)

说明：  利用matlab的GUI编程完成了用于解决二维多类问题的分类器算法，并实现了方便的人机界面（在matlab2008a环境下编写的，由于matlab界面生成工具GUIDE版本上可能存在不兼容性，在其他低版本的matlab中运行时可能会发生错误）(GUI programming using matlab s done to resolve the problem of two-dimensional multi-class classification algorithm, and implemented to facilitate man-machine interface (written in matlab2008a environment, due to interface generation tool matlab GUIDE version of the incompatibilities that may exist, In other lower version of matlab in the run-time errors may occur))

：在介绍过程监控主要内容及方法的基础上，归纳分析了统计过程监控的发展，详细阐述了传统 的PCA、PCR、PLS、FDA、HMM 和几种改进的PCA方法．指出，将人的经验和专家知识融人到PCA统计过程 监控，提高PCA的故障检测、隔离能力，完善故障诊断与评价能力，将是一个有价值的研究方向(: In the introduction the main content and methods of process monitoring based on the inductive analysis of the statistical process monitoring of development, elaborated on the traditional PCA, PCR, PLS, FDA, HMM, and several improved PCA method. Pointed out that the human experience and financial expertise to the PCA statistical process monitoring of people and improve the PCA fault detection, isolation, and improve fault diagnosis and evaluation capacity, will be a valuable research)

说明：  行向量绘图，在matlab中对于含有大量的数据，单独在一张静态的图上是显示效果是很不理想的，这个程序实现了在matlab中以示波器的形式动态的显示器波形图(Row vector graphics in matlab in containing a large amount of data, alone in a static chart is to show the effect is not ideal, the realization of this procedure in matlab in the form of oscilloscope waveform display dynamic)

说明：  如何在一个方形区域画一个半径为小数的圆，也要求画出方形区域，并指出圆的位置(how to plot a circle and a square,please point the location of the circle)

相控阵雷达资源调度的详细说明及了解，其中包含了多篇代表性的文献。(A detailed description and understanding of the phased array radar resource scheduling, which includes a representative literature.)