资源列表
MUSIC
- 采用MUSIC算法对几个独立信源进行一维DOA估计的算例(One dimensional DOA estimation for independent sources)
t1
- 利用压缩感知理论MOMP法计算独立信源DOA估计(Computing DOA estimation of independent source using compressed sensing theory MOMP)
核主成分分析
- 在具有降维作用的核主成分分析方法基础上增加一个核函数成为新的核主成分分析方法。(On the basis of kernel principal component analysis with dimension reduction, a kernel function is added to be a new kernel principal component analysis method.)
lab_example_SAE2
- 与通用的matlab深度学习工具箱有些许不同，是matlab2017A中的程序，可以运行多个SAE(Somewhat different from the universal matlab depth learning toolkit, it's a program in matlab2017A that runs multiple SAE)
Local Model
- The Matlab code for modeling of wire medium (Local Model)
local
- Local Model for meta matetrial
车间
- 车间布局优化是将加工设备、物料输送设备、工作单元和通道走廊等布置物体合理地放置在一个有限的生产车间内的过程。车间布局优化模型是一个含有较为复杂约束的非线性连续优化模型，可以使用遗传算法进行优化。(Workshop layout optimization is the process of processing equipment, material conveying equipment, work unit and corridor and so on, and arranging the o
KMeans_hard
- 实现K均值聚类，N为分类个数，data作为输入数据，re为输出带标签数据，u是最终聚类中心(To achieve K means clustering, N is the number of classification, data as input data, re as output tag data, and u is the final clustering center)
程序
- 遗传算法程序，适应度函数，用于优化时计算目标函数，反馈给优化程序，进行择优(The fitness function is used to compute the objective function when optimizing)
randcanto2r
- oefEsts2 = nlinfit(time, log(conc), @(p,x)log(modelFun(p,x)), startingVals); 0]); legend({'Raw Data' 'Additive Errors Model' 'Multiplicative Errors Model'});
particle and path planning
- part of particle filter localization and part of path planning(part of particle filter, initialization and the algorithm of the weights calculation)
guiyi
- 实现矩阵的最大最小归一化，能进行数据预处理，方面使用，直接导入数据即可； 附带连个求最短路径的程序(Matrix normalization)