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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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CSTRmodelsimulationofcontrol
本程序用来实现CSTR模型的模糊PID控制仿真(This procedure used to achieve the CSTR model simulation of the fuzzy PID control)
- 2009-04-22 07:58:52下载
- 积分:1
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ldpc_generate
matlab源代码,可能对研究LDPC码的同仁是有很大帮助的(matlab source code, may be the study of Tongren LDPC code is of great help)
- 2008-07-07 14:37:57下载
- 积分:1
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heart
可以做出一个漂亮的三维心形,赶快快来试试吧(Can make a beautiful three-dimensional heart-shaped, come try it)
- 2013-08-17 10:38:29下载
- 积分:1
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FIRfilterFD
有限冲激响应滤波器的频域实现方法。可以通过快速傅里叶变换降低复杂度。(Finite Impulse Response Filter frequency domain method. Can reduce the complexity of the fast Fourier transform.)
- 2012-08-08 15:09:31下载
- 积分:1
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Spectrum
现代信号处理中谱估计在matlab中的使用例程(Modern Signal Processing Spectrum Estimation in the use of matlab routines)
- 2008-03-07 01:07:35下载
- 积分:1
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youhua
代码优化讲义,介绍如何优化代码,使代码运行效率最高(Code optimization notes on how to optimize the code, so that the most efficient code to run)
- 2010-11-05 19:45:46下载
- 积分:1
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LABE23
Frequency-Shifting Properties of DTFT
- 2010-11-10 13:35:45下载
- 积分:1
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Rocket_plot
Simply calculus for exhaust gases, altitude coast phase time, diameters for a required parachutes from a rocket.
- 2010-11-13 05:30:29下载
- 积分:1
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rcs_cylinder
雷达截面积————————椭圆柱的后向散射RCS(backscattering RCS of
Elliptical )
- 2020-08-14 10:08:26下载
- 积分:1