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Spatially Adaptive Total VariationSpatially Adaptive Total Variation

this is PSO algorithm code that integrated with PID controller. This code example has been used for ASP system.

基于遗传算法的BP神经网络优化算法Matlab实现(Optimization algorithm based on genetic algorithm BP neural network)

说明：  kurtogram是一种四阶谱分析工具，用于检测和表征信号中的非平稳性。可用于轴承的故障诊断(The kurtogram is a fourth-order spectral analysis tool elaborated for detecting and characterising nonstationarities in a signal. It relies on the assertion that each type of transient is associated with an optimal (frequency/frequency resolution) dyad (f ; Df) which maximises the kurtosis. The Fast Kurtogram computes the kurtogram over a grid that finely samples the (f ; Df) plane. Its complexity is on the order of N log N. This is the "plain vanilla" code used in paper: J. Antoni, Fast Computation of the Kurtogram for the Detection of Transient Faults, Mechanical Systems and Signal Processing, Volume 21, Issue 1, January 2007, Pages 108-124.)

MATLAB编写的朴素贝叶斯算法，注释十分详尽，使用起来很方便。同时加入了Laplace平滑。(Bayesian algorithms written in MATLAB, very detailed notes, very easy to use. While adding the Laplace smooth.)

bounding boxes for faces detection

实现多输出的支持向量机回归，不需要对每一个输出都进行函数回归(Multi-output support vector machine regression，Each output does not need to be a function of the regression)

matlab 教程。。。对于没用过matlab的 可以作为入门学习(matlab tutorial. . . For matlab can not used as a learning portal)

一个matlab的线性规划的工具箱，不同与matlab自带的函数，功能强大，里面带有该工具箱的使用例子，操作简单。(A matlab toolbox for linear programming, different with matlab built-in function, a powerful inside the toolbox with the use of examples, easy to operate.)

说明：  变异的粒子群算法，具有很好的稳定性，不会进入局部收敛。遍历速度大大提高。(Variation of the particle swarm algorithm has good stability, will not enter the local convergence. Traverse speed greatly improved.)