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SRGTSToolbox
说明: SURROGATES工具箱是一个多维函数逼近和优化方法的通用MATLAB库。当前版本包括以下功能:
实验设计:中心复合设计,全因子设计,拉丁超立方体设计,D-optimal和maxmin设计。
代理:克里金法,多项式响应面,径向基神经网络和支持向量回归。
错误和交叉验证的分析:留一法和k折交叉验证,以及经典的错误分析(确定系数,标准误差;均方根误差等;)。
基于代理的优化:高效的全局优化(EGO)算法。
其他能力:通过安全裕度进行全局敏感性分析和保守替代。(SURROGATES Toolbox is a general-purpose MATLAB library of multidimensional function approximation and optimization methods. The current version includes the following capabilities:
Design of experiments: central composite design, full factorial design, Latin hypercube design, D-optimal and maxmin designs.
Surrogates: kriging, polynomial response surface, radial basis neural network, and support vector regression.
Analysis of error and cross validation: leave-one-out and k-fold cross-validation, and classical error analysis (coefficient of determination, standard error; root mean square error; and others).
Surrogate-based optimization: efficient global optimization (EGO) algorithm.
Other capabilities: global sensitivity analysis and conservative surrogates via safety margin.)
- 2020-04-20 22:30:13下载
- 积分:1
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random_binary
说明: MATLAB通信系统随机数产生mfiles,均匀、瑞利、高斯随机数发生器(Communication systems random number generator MATLAB mfiles, uniform, Rayleigh, Gaussian random number generator)
- 2010-04-18 12:06:59下载
- 积分:1
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实现多智能体的编队控制 formationcontrol
实现多智能体的编队控制,对程序稍加修改就可以实现多个多智能体的队形控制,包括直线型、三角形等各种队形。(Formation of multi-agent control, can be slightly modified the program to achieve a number of multi-agent formation control, including linear, triangles and other formations.)
- 2021-04-29 15:48:43下载
- 积分:1
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mlefilterwithtshape
Rayleigh maximum likelihood filter
- 2012-10-30 21:35:29下载
- 积分:1
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移动机器人滑模轨迹控制
建立滑变结构动力学模型,进行matlab编程验证了模型的有效性。(A sliding mode dynamic model is established, and MATLAB programming is used to verify the validity of the model.)
- 2020-12-07 14:59:21下载
- 积分:1
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leakage-compression-based-on-CS
泄漏电流的压缩,基于压缩传感理论和希尔伯特黄变换的改进(leakage compression based on CS and EMD)
- 2011-12-15 13:36:50下载
- 积分:1
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PVaMPPT
光伏电池建模与MPPT,变步长导量法,好用(PV modeling and MPPT, the amount of variable step guide method, easy to use)
- 2021-01-16 10:18:46下载
- 积分:1
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examples
8279显示接口,废话太多不好谁说一定要二十个字才行啊发送方跌幅较深的仿佛就是放假反倒是开飞机两个ij(just a text 。You needn’t have come over yourself.
As it turned out to be a small house party, we so formally.
[A] needn’t dress up [B]did not need have dressed up
[C] did not need dress up [D] needn’t have dressed up
)
- 2010-09-18 09:50:22下载
- 积分:1
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FCM
matlab实现在端元已知时fuzzy c-means 算法混合像元分解,并根据测试点进行精度评定(matla code of FCM for mixed pixels unmixing)
- 2015-03-06 00:05:36下载
- 积分:1
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dct2
数字水印DCT算法设计,可以进行优化,希望大家一起将程序优化(DCT digital watermarking algorithm designe,it can be optimized and I hope that everyone can work together to optimized it.)
- 2009-06-08 22:01:01下载
- 积分:1