MATLAB与机器学习

摘　要:提出一种新的基于Pareto多目标进化免疫算法(PMEIA)。算法在每一代进化群体中选取最优非支配抗体保存到记忆细胞文档中 同时引入Parzen窗估计法计算记忆细胞的熵值,根据熵值对记忆细胞文档进行动更新,使算法向着理想Pareto最优边界搜索。此外,算法基于点在目标空间分况进行克隆选择,有利于得到分布较广的Pareto最优边界,且加快了收敛速度。与已有算法相比, PMEIA在收敛性、多样性,以及解的分布性方面都得到很好的提高。(Abstract:This paperproposed a new pareto-based multi-object evolutionary mi mune algorithm(PMEIA). PMEIA selected optmi alnon-dominated antibodieswhichwere then reserved inmemory cellarchive, and introducedParzenwindow to calculate entropy ofmemory cells. Updated thememory cell archive according to entropy ofmemory cells. This guarantees the conver- gence to the true Pareto fron.t Moreover, the performance of clone selection was dependent on distribution in the objective space, whichwas favorable forgetting awidely spreadPareto frontand mi proving convergence speed. Comparedwith the exis- ted algorithms, the obtained solutions ofPMEIA havemuch betterperformance in the convergence, diversity and distribution.)

说明：  通信程序源代码和模型通信程序源代码和模型通信程序源代码和模型(Communication program source code and source code model of communication and models of communication and model source code)

blender script to make a object intersection

基于SVPWM的三电平逆变的matlab仿真，计算互信息非常有用的一组程序,包括邓氏关联度、绝对关联度、斜率关联度、改进绝对关联度。( Based on SVPWM three-level inverter matlab simulation, Mutual information is useful to calculate a set of procedures, Including Deng s correlation, absolute correlation, correlation of slope, improved absolute correlation.)

说明：  2dpca的实现，主要用于人脸识别领域的应用(2dpca implementation, the main areas of application for face recognition)

matlab/simulink建的混合动力汽车模式切换建模，可以根据不同的信号进行各种模式之间的切换(Matlab/Simulink built hybrid vehicle mode switching modeling, and can switch between various modes depending on the signal)

学习利用MATLAB 模拟产生随机过程的方法，随机过程的模拟与数字特征(Analog and digital characteristics of the random process，Learning MATLAB simulation to generate the random process)

基于matlab的IIR滤波器设计，程序简单易懂(Matlab-based IIR filter design procedures are simple)

说明：  mushroom classify and train

Fuzzy similar matrix MATLAB program 模糊相似矩阵的MATLAB 程序 (Fuzzy similar matrix MATLAB program )