资源列表
bianshi2
- 一个复杂系统神经网络辨识,采用改进BP算法对随机噪声的二阶系统进行模型辨识,效果挺好的.-A complex neural network system identification, using BP algorithm to improve the random noise of the second-order system identification model, the effect of the good.
createDistMat
- PCA人脸识别 This package implements basic Principal Component Analysis in Matlab and tests is with grayscale portion of the FERET database. Images are not preprocessed and it is up to the user to preprocess the images as wanted, not changing the fi
3.6lq
- 用RBF网络识别四边形，三角形图像,提取特征量，然后进行仿真识别。-RBF network identification using quadrilateral, the triangle image, extract features, and then simulated to identify.
SimulatedAnnealing
- 模拟退火算法，利用该算法，实现方程的快速求解-Simulated Annealing
myGA
- 用遗传算法求函数 max f(x1,x2) = 100 (x1^2-x2^2)^2 + (1-x1)^2, -2.005 ≤ xi ≤ 2.005 的最大值-Using genetic algorithms get max f (x1, x2) = 100 (x1 ^ 2-x2 ^ 2) ^ 2+ (1-x1) ^ 2, when-2.005 ≤ xi ≤ 2.005
FCM-Overfitting--Subtractive
- 此文件包含三个文件，分别是模糊均值聚类算法，过拟合和减法聚类。-This file contains three documents, namely fuzzy means clustering algorithm, over-fitting and subtraction clustering.
Groundwater-Prediction-on-RFN
- 用径向基网络预测地下水位源代码，给出了不同神经元个数下对应的均方差值以及训练、验证和测试曲线的图形-Radial basis function network forecasting of groundwater source, given the number of different neurons corresponding to the mean square difference and training, validation and test curve graphics
exm_pso_1
- 本matlab代码利用粒子群算法求一个函数的极值-Particle swarm algorithm for a function extremum
ant-Qos
- 蚂蚁算法在服务质量方面的代码，主要是服务质量方面的东西-Ant Algorithm in the service quality of the code, mainly the quality of services of things
Global-merit-based-search
- 全局择优搜索（人工智能课程所需内容）适合于实验课程-Global merit-based search
Softmax
- 一个小demo,用softmax实现数据分类，数据有4类，均服从高斯分布-A small demo, a classifier with softmax softmax is implemented to classify 4 classes of datas which are generated by gaussian distribution
pso
- 粒子群优化算法对BP神经网络的优化。可实现对BP的数据的寻优。-Particle Swarm Optimization BP neural network optimization. BP data optimization