5443d

K均值聚类算法,matlab编写,很好用(K means clustering algorithm, matlab prepared very well with)

说明：  线性调频信号在雷达上的实现，文中给出了设计过程，具有很好的参考价值(LFM radar signals the realization of paper gives the design process, with a very good reference value)

包含了用matlab编写的bp程序和动量-自适应学习调整算法(BP改进算法)程序。(includes using Matlab bp prepared by the procedures and momentum-adaptive learning algorithm adjustments (BP improve operator France) program.)

matlab的knn网络，最小二乘算法，softsvm分类器实现，以及简单的交叉验证等，三种产检的方法(knn，softsvm matlab)

GA_PSO为GA和PSO混合的优化算法,粒子群算法与遗传算法结合(GA_PSO optimization algorithm for mixed GA and PSO, PSO and Genetic Algorithm)

自己用matlab编写的kalman filter程序，程序注释清晰，便于初学者学习(Their use of kalman filter in matlab preparation procedures, procedures notes clear and easy for beginners to learn)

Mtlab function for PCA

matlab source code for codebook training

一些复杂网络的数据集，包括karate，dolphins，football等，分别为n*2和n*n矩阵形式，还有对数据集进行转换的代码(datasets of complex networks)

说明：  面阵中二维角度DOA估计算法，采用ESPRIT，经典算法，注释清晰，可拿来直接用(Two dimensional angle DOA estimation algorithm in array, using ESPRIT, classic algorithm, clear notes, can be used directly)