Fiber_Optic_Telecommunication

matlab环境下的三相逆变仿真，里面含有SPWM调制模块。(three phase inverter！)

神经网络理论与MATLAB7实现，对一些算法进行了实现，(Neural Network Theory and MATLAB7 achieved, a number of algorithms to achieve,)

kpca原始程序和小波去噪部分，用于数据降维和特征提取比较实用(kpca part of the original program and wavelet denoising for data dimensionality reduction and feature extraction more practical)

Chapter 6 - Autopilot

pso matlab code, function for the PSO ALGORITHM USAGES: 1.) [fxmin, xmin, Swarm, history] = PSO(psoOptions) 2.) [fxmin, xmin, Swarm, history] = PSO 3.) fxmin = PSO(psoOptions) 3.) PSO etc.

matlaba仿真移相全桥的零电压开通和软关断(dcac-acdc zvs)

说明：  高斯过程(GP)模型中推理和预测的实现。它实现了在《Rasmussen & Williams:机器学习的高斯过程》(麻省理工学院出版社，2006)和《Nickisch & Rasmussen:二进制高斯过程分类的近似》(JMLR, 2008)中讨论的算法。该函数的优点在于灵活性、简单性和可扩展性。该函数具有一定的灵活性，首先通过定义均值函数和协方差函数来确定遗传算法的性质。其次，它允许指定不同的推理过程，如精确推理和期望传播(EP)。第三，它允许指定似然函数，如高斯函数或拉普拉斯函数(用于回归)和累积逻辑函数(用于分类)。简单性是通过一个简单的函数和紧凑的代码实现的。可扩展性是通过模块化设计来保证的，允许为已经相当广泛的推理方法、均值函数、协方差函数和似然函数库轻松添加扩展。(Gaussian Processes for Machine Learning , the MIT press, 2006 and Nickisch & Rasmussen: Approximations for Binary Gaussian Process Classification , JMLR, 2008. The strength of the function lies in its flexibility, simplicity and extensibility. The function is flexible as firstly it allows specification of the properties of the GP through definition of mean function and covariance functions. Secondly, it allows specification of different inference procedures, such as e.g. exact inference and Expectation Propagation (EP). Thirdly it allows specification of likelihood functions e.g. Gaussian or Laplace (for regression) and e.g. cumulative Logistic (for classification). Simplicity is achieved through a single function and compact code.)

各种控制，从难到易，需要的可以看看，主要部分是神经智能控制，不多解释了(A variety of control, from difficult to easy, we need to look at the main part is the neural intelligent control, no more and no explanation of)

The basic snake segmentation (2d and 3d). A snake is an active (moving) contour, in which the points are attracted by edges and other boundaries. To keep the contour smooth, an membrame and thin plate energy is used as regularization.

Half wave rectifier simulation for beginner