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bcc2
细菌群趋药性算法的程序,网上到处找也没有,我就自己编了个,如果有bug请跟我联系。(The program of Bacterial Colony Chemotaxis algorithm ,I cant find anyone online,so I program it myself, please contact me f there are any bugs.)
- 2021-03-03 11:29:33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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FountainCode
基于matlab的喷泉码的编码与解码实现,其中解码方式有GE,BP以及GEBP算法(Fountain matlab code based encoding and decoding achieve, including decoding methods are GE, BP and GEBP algorithm)
- 2014-11-02 23:47:34下载
- 积分:1
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fdtdforPBG
MATLAB环境下基于FDTD方法光子晶体能带计算程序,有可调参数,运行速度快。(Photonic Cystal bands)
- 2012-09-04 10:40:30下载
- 积分:1
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channels_8
传统信道化接收机,实信号,八通道八抽取,现代信号处理,多抽样率(Traditional channelized receiver, signal, channel eight extraction)
- 2013-05-21 20:22:43下载
- 积分:1
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An-ANFIS-model-for-tip-speed-ratio-in-wind-turbin
AN ANFIS model to calculate the tip speed ratio for wind turbines.
- 2013-02-28 19:12:08下载
- 积分:1
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upload2
用matlab语言编写的spring embedder算法,有注释。spring embedder算法是一种基本的force-directed算法用来visualize small network(One type of force-directed algorithm, spring embedder algorithm to realize the network visualization)
- 2011-12-01 08:10:51下载
- 积分:1
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adaboost
人脸识别,基于MATLAB的一个人脸识别训练样本(recognition of face)
- 2009-06-04 23:18:39下载
- 积分:1
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MY1
简单介绍一下:单相双模式逆变器、双模式控制、包含并网及独立,加上切换的仿真。滤波器上欠优化。(Brief introduction: dual-mode single-phase inverter, dual-mode control, including grid and independent, with switching simulation. Owed on the optimization of filters.)
- 2011-05-17 10:51:48下载
- 积分:1
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Adaptive-CoDE
Adaptive Composite Differential Evolution Algorithm 自适应复合差分进化算法(Differential Evolution with Composite Trial Vector
Generation Strategies and Control Parameters)
- 2013-12-10 13:34:23下载
- 积分:1