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capacity_with_sir
OFDM系统下,系统容量和系统信干比的关系曲线(OFDM system, the system capacity and system signal to interference ratio curve)
- 2010-07-07 15:02:19下载
- 积分:1
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优秀论文及配套源码 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,而目前依然是基于经验的办法解决。对此,本文采用粒子群优化算法对模型参数进行寻优,以测试集误差作为判决依据,实现模型参数的优化选择,使得预测精度有所提高。实际算例表明,本文的预测方法收敛性好、有较高的预测精度和较快的训练速度。(first expounds the recent application research of load forecasting, summarized the characteristics of load forecasting and influencing factors, summed up common methods of short-term load forecasting, and analyzed the advantages and disadvantages of each method then introduced statistical learning theory and the principle of SVM as the basis of support vector machine (SVM ) theory, SVM regression model is derived this paper adopted least squares support vector machine (LSSVM) model, according to the historical load data and meteorological data of a certain area of Zhejiang Taizhou, Analysised the various factors affecting the forecast, summed up the regularity of load change , amended "outliers" in the historical load data,the load forecasting factors to be considered were normalized. The two parameters of LSSVM have a significant impact on the model, but it is still soluted based on the experience currently. So, this paper adopted particle swarm optimization algorithm to optimized )
- 2021-04-01 17:09:08下载
- 积分:1
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facedetdemo
this is a facial recognition matlab code used for recognizing the faces among many members.it can be used for security purposes in many areas
- 2013-03-19 17:58:45下载
- 积分:1
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Virtual-experiment-based-on-MATLAB
微波与天线,课程中基于MATLAB的虚拟实验。对上课很有帮助(Microwave and antenna, the virtual experiment based on MATLAB course. Very helpful for class)
- 2013-10-24 12:12:12下载
- 积分:1
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matlab_minihelp
minihelp to simulate in MATLAB for everyone, fot beginners too
- 2011-12-03 00:49:03下载
- 积分:1
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ball
基于matlab的球杆模型simulink(Simulink model based on the club matlab)
- 2009-12-04 10:57:29下载
- 积分:1
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IntroMatlabGraphics
Introduction to Matlab Graphics Document.
- 2011-05-05 15:32:01下载
- 积分:1
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em
说明: em算法的一些重要程序,值得下载参考学习(some of the important procedures em algorithm, it is worth to download the reference)
- 2011-11-09 18:49:44下载
- 积分:1
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matlabJSD
加速度分析,并绘制matlab曲线和图片(Acceleration analysis, and draw curves and images matlab)
- 2011-11-25 11:53:18下载
- 积分:1
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Quadratic-programming
二次规划程序(Quadratic programming)在matlab的源代码(Quadratic programming codes in matlab)
- 2012-11-06 15:47:41下载
- 积分:1