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LSSVM
- 本程序是一个用LSSVM实现简单煤炭数据先拟合程序,用MATLAB编写。
LSSVM简单预测程序
- MATLAB简单lssvm预测模型
lssvmpso.rar
- 智能微粒群为最小二乘支持向量机调参的示例程序(LSSVM+PSO),Intelligent Particle Swarm and least squares support vector machine modeling(LSSVM+ PSO)
LSSVM-Imatlab
- 支持向量机回归MATLAB代码程序,程序齐全-very goodvery goodvery goodvery goodvery good
GA
- 在matlab平台下,用GA对的lssvm的参数进行优化,很有用的东西。-Platform in matlab, using the GA to optimize parameters lssvm, very useful things.
SSVM_MATLAB
- MATALB 编写的最小二乘支持向量机,可实现多分类问题,包含双参数优化。-LSSVM compiled by MATLAB language,It can realize multi-classification,and work very well.
SVM_Short-term-Load-Forecasting
- 优秀论文及配套源码。首先阐述了负荷预测的应用研究现状,概括了负荷预测的特点及其影响因素,归纳了短期负荷预测的常用方法,并分析了各种方法的优劣;接着介绍了作为支持向量机(SVM)理论基础的统计学习理论和SVM的原理,推导了SVM回归模型;本文采用最小二乘支持向量机(LSSVM)模型,根据浙江台州某地区的历史负荷数据和气象数据,分析影响预测的各种因素,总结了负荷变化的规律性,对历史负荷数据中的“异常数据”进行修正,对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响,
Lssvm
- 此为基于LSSVM工具箱的Matlab回归测试程序代码模板源码。-This is based on the Matlab toolbox LSSVM regression test program source code templates.
lssvm
- 一个简单的lssvm程序,用与最小二乘的回归预测-A simple ls svm program, with the least-squares regression
PSO-optimization-LSSVM-parameters
- 用PSO优化LSSVM的参数,得到最优参数,使得分类更加准确。-Using the PSO the LSSVM the parameter, the optimal parameters, more accurate classification.
RS-LSSVM-Control
- LSSVM classify最小支持向量机分类程序-LSSVM classify
LSSVM
- LSSVM编程问题技巧 有一定的指导意义 有需要赶紧下载-Skills of the LSSVM programming problem there are certain guiding significance for the need to quickly download
lssvm
- lssvm最小二乘支持向量机的主程序,最基本的程序-lssvm the main program, the basic procedures
lssvm
- lssvm,较SVM要好一些,可以用于分类,预测,回归建模-lssvm than SVM is better, can be used for classification, prediction, regression modeling, etc.
LSSVM
- lssvm用于时间序列预测的matlab程序(LSSVM for time series prediction)
PSO-lssvm
- 利用PSO-LSSVM算法实现模式识别功能(Using PSO-LSSVM algorithm to realize pattern recognition)
lssvm-iron
- 使用lssvm预测钢铁行业电量,使用于电力负荷预测人员使用(Using LSSVM to predict the power of iron and steel industry)
PSO-LSSVM
- PSO-LSSVM算法的matlab实现,利用PSO算法对LSSVM模型的初始参数求解,以期望得到最好的模型。(PSO-LSSVM algorithm is implemented in matlab, and PSO algorithm is used to solve the initial parameters of LSSVM model in order to get the best model.)
PSO优化LSSVM工具箱——分类部分
- PSO-LSSVM分类测试程序代码模板,PSO优化LSSVM工具箱——分类部分(PSO-LSSVM Classification Test Program Code Template, PSO Optimizing LSSVM Toolbox-Classification Part)
