资源列表
class
- 这个是我自己编写的基于混沌自适应粒子群优化支持向量机用于分类的matlab程序，本程序以心脏病的诊断为例，得出了非常好的效果！主要贡献在于解决了支持向量机参数人为选取随意性大且效果好坏不稳定的难题！-This is what I have written based on adaptive chaotic particle swarm optimization of support vector machine for classification of matlab procedures, t
waveletNN
- 采用小波神经网络进行电力负荷预测,其中wnne为主程序,其他为调用的函数-The use of wavelet neural network for electric load forecasting, which mainly wnne procedures, other function calls
sa-for-tsp
- 利用模拟退火算法解决50个城市的tsp问题，简单易懂，适合初学者-The use of simulated annealing algorithm to solve 50 problems tsp city, easy-to-read, suitable for beginners
pso-svm
- 一个PSO优化SVM参数的MATLAB程序及其举例。不过此程序必须在安装SVM工具箱的前提下才可运行。-A PSO optimized SVM parameters and their example MATLAB program. But this process must be installed under the premise of SVM toolbox in order to run.
pso_pathplanning
- 粒子群(PSO)路径规划。这个是一个局部路径规划，用了深度优先搜索算法，可以走出“陷阱”。-Particle Swarm (PSO) path planning. This is a local path planning, with a depth-first search algorithm, we can get out a
GA
- 由我收集或写出的GA源码，包括GA、SGA、AGA、TSPGA、GAPID、NSGA、NSGA2等。-From my collection or write source of the GA, including the GA, SGA, AGA, TSPGA, GAPID, NSGA, NSGA2 and so on.
fenlei
- rbf神经网络用于分类识别，故障诊断，模式识别，自己编写的-rbf neural network for classification and recognition, fault diagnosis, pattern recognition, have written
PSOt
- 粒子群算法工具箱，有DEMO程序，可以对16中常见函数测试，并附有神经元网络的训练算法-Particle swarm optimization toolbox, there are DEMO program, you can test for 16 common functions, together with the training algorithm for neural networks
qpso
- 量子粒子群算法的matlab实现，有程序说明-Quantum particle swarm optimization algorithm matlab implementation, there is descr iption of the procedures
GA-bp
- 基于遗传算法的bp神经网络优化程序，经测试好用，有很好的应用价值-Bp based on genetic algorithm neural network optimization program, tested easy to use, there is a good value
ForecastingpopIllafionbasedOnsupportvectorintellig
- 要建立一个有效的支持向量回归(SVR)模型，支持向量回归的3个参数c，y，占丛须预先设定。提出一种新型的遗传算 法一智能遗传算法(IGA)对支持向量回归进行参数调节，以达到寻找最优参数的目的，然后和支持向量回归结合得到一种新的 IGASVR模型，并应用于城市人口预测。最后，将提出的方法与标准SVR模型和BP神经网络模型进行比较，所得结果表明，该模 型训练速度快，并且有较高预测精度，是一种有效的人口预测方法。-To build an effective SVR model，SVR’8
RBF
- 径向基函数神经网络（RBF）的MATLAB程序，比较详细，希望对学习RBF的人有帮助-Radial basis function neural network (RBF) of the MATLAB program, a more detailed study RBF people who want to help