PWS

RBF神经网络用于分类与回归，提供了一个学习神经网络的平台，对大家有很大帮助。(RBF neural network for classification and regression, neural networks provide a learning platform for all of us much help.)

说明：  这是一个用MATLAB写的db4小波程序，有主程序等(this is a function file write in matlab,embrace a main function )

标准粒子群算法，内含1个简单的适应度函数，可直接运行，没有错误(Standard particle swarm algorithm, containing a simple fitness function, can be directly run, no error)

In accelerometric data, an unwanted drift is observed due to the transducer, strain accumulation, ... This leads to unrealistic values of the final displacement after an earthquake. Baseline correction is the solution to acquire reliable estimates of acceleration, velocity and displacement.

Help psoToolbox V1.0 psoToolbox provides an interective GUI based Toolbox to solve optimization problems using particle swarm optimization. Creat a fitness function in M-file. Inputs: Function : Function handle of fitness function. Nvars : Number of variable to be optimized. LB : Lower Bound of Nvars (1 X Nvars) UB : Upper Bound of Nvars (1 X Nvars) Parameters: C1 : Cognative Attraction C2 : Social Attraction W : Inertial Population Size : Number of Swarms Max Iterations : Maximum number of epochs. Click on " RUN PSO " button to start PSO search. You will get the out put at Edit box below the axes.

说明：  RRT 的思想是快速扩张一群像树一样的路径以探索（填充）空间的大部分区域，伺机找到可行的路径。(The idea of RRT is to rapidly expand a group of tree-like paths to explore (fill) most areas of space, waiting for the opportunity to find feasible paths.)

expectation maximization algorithm

This was used at the 2004 Cyber Summer Camp This program hides a message image in the lower bit planes of a cover image

说明：  本程序产生一个目标不断下移的图像数据并将其保存到文本文件中。可以用于目标跟踪中的图像输入。(create a picture data and save it to a txt file/)

UPFC with series and shunt FACTS controllers