▍1. KELM
采用核函数的ELM算法,可以获得更好的效果(ELM algorithm USES the kernel function, can obtain better results)
采用核函数的ELM算法,可以获得更好的效果(ELM algorithm USES the kernel function, can obtain better results)
人工鱼群算法的实现代码,有效处理优化寻优问题,比遗传算法具有更好优化效果(Artificial fish swarm algorithm code to deal effectively optimize the optimization problem, with better optimization results than the genetic algorithm)
目前效果最好的超像素分割代码,采用水平集演化方法。(At present, the best superpixel segmentation code, using the level set evolution . )
说明: 2D相移解包裹程序,可以求解复杂相位,国外最先进论文程序(2D phase unwrapping code!)
说明: 简单的BP神经网络预测天气例程,包括训练数据集和天气数据来源(Simple BP neural network weather prediction routine, including training data set and weather data source)
GA(PSO)为GA和PSO单独优化算法; GA_PSO为GA和PSO混合的优化算法;(GA (PSO) for the GA and PSO optimization algorithm alone GA_PSO of GA and PSO hybrid optimization algorithm )
说明: 实现了窄带波束形成,有传统的cbf算法,也有自适应波束形成算法(There are traditional CBF algorithm and adaptive beamforming algorithm)
算法思想是:1) 根据果蝇优化算法得到极速学习机隐层神经元的数目;2) 依据得到的隐层神经元数目和极限学习机的方法对训练样本和测试样本进行训练学习。只要打开fruitfly_elm.m文件运行即可,可以换数据集 (Algorithm idea is: 1) according to the number of flies speed machine learning algorithm to obtain the hidden layer neurons optimization Method 2) was based on the hidden layer neuron number and extreme learning machine for training and testing samples for training to learn. Just open fruitfly_elm.m file can run, you can change the data set)
通过卷积神经网络进行对一维信号的故障诊断(Fault Diagnosis by CNN)
说明: 通过卷积神经网络进行对一维信号的故障诊断(Fault Diagnosis by CNN)
机器人足球比赛的matlab程序,很有意思,属于人工智能领域(robot soccer)
极端学习机的改进算法,增强随机搜索能力的极端学习机EI-ELM主程序(Improved algorithm for extreme learning machine, and enhance the ability of random search of extreme learning machine EI-ELM main)
极端学习机的改进算法,增强随机搜索能力的极端学习机EI-ELM主程序(Improved algorithm for extreme learning machine, and enhance the ability of random search of extreme learning machine EI-ELM main)
说明: 较新的优化算法,麻雀算法优化BP神经网络权值与阈值;(the key parameters of BP are choosed automatically by Sparrow Search Algorithm.)
自己编写的RBF聚类程序,采用K均值聚类算法,希望对大家游泳!(Based on RBF neural network program code K-means clustering!)
外弹道课程设计,建立六自由度仿真模型,在无控的状态下,利用matlab编程仿真计算航空炸弹的投放域。得到导弹的速度时间关系图像,攻角与时间关系图像。(In the course design of external ballistics, a six-degree-of-freedom simulation model is established. In the uncontrolled state, the airborne bomb dropping area is simulated by MATLAB programming. The velocity-time relationship image and the angle of attack-time relationship image of the missile are obtained.)
说明: 外弹道课程设计,建立六自由度仿真模型,在无控的状态下,利用matlab编程仿真计算航空炸弹的投放域。得到导弹的速度时间关系图像,攻角与时间关系图像。(In the course design of external ballistics, a six-degree-of-freedom simulation model is established. In the uncontrolled state, the airborne bomb dropping area is simulated by MATLAB programming. The velocity-time relationship image and the angle of attack-time relationship image of the missile are obtained.)
动态多群粒子群代码-基于J.J.Liang2005年得文章(dynamic multi-swarm optimizer)
动态多群粒子群代码-基于J.J.Liang2005年得文章(dynamic multi-swarm optimizer)
说明: 空间双重差分模型,英文简写为SDID,利用的软件为R语言。(spatial diff in diff R)