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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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GA_TPS
旅行商(TSP)问题的遗传优化算法源代码(Genetic traveling salesman (TSP) problem optimization algorithm source code)
- 2014-11-19 16:17:24下载
- 积分:1
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troposphereCorr
本程序为一个对流层延迟修正模型的matlab代码,可以较为准确的修正对流层延迟修正(This program is a tropospheric delay correction model matlab code, can provide a more accurate correction tropospheric delay correction)
- 2012-05-18 15:47:27下载
- 积分:1
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zz_rarget
目标和雷达的仿真程序,可以设置目标位置向量、速度、目标散射截面积、距离门限等等,计入高斯噪声,经过混频和傅里叶变化后再显示其距离和多普勒二维图形。(Target and radar simulation program can be set to the target position vector, velocity, target scattering cross-sectional area, the distance threshold, etc., included in the Gaussian noise, and then after mixing and Fourier transform show its range and Doppler two-dimensionalgraphics.)
- 2012-03-03 17:56:18下载
- 积分:1
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vco
This source code is a one file implementation of 2d correlation and convolution.
Using the basic difference between correlation and convolution this code correlates or convolves a given 2d matrix with a square window matrix (another 2d matrix) in an interactive manner in runtime and displays the output on user s choice.
- 2009-12-11 01:51:43下载
- 积分:1
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HOSA
对于一个给定的离散随机序列,用间接法进行三阶累积量谱的估计,并分别用四种不同窗函数,包括Hamming窗、Sasaki窗、Parzen窗、daniell窗等。(For a given discrete random sequence, using the indirect method for third-order cumulant spectrum estimation, and were four different window functions, including the Hamming window, Sasaki window, Parzen window, daniell windows.)
- 2013-07-20 11:22:10下载
- 积分:1
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digital-communication
digital communication solution
- 2014-11-19 01:48:06下载
- 积分:1
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AdaBoost
人脸识别Adaboost源代码,用matlab编写实现,使用Adaboost算法进行人脸检测(source code for face recognation using Adaboost)
- 2009-03-07 10:03:12下载
- 积分:1
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inverter11
说明: 光伏并网逆变器,阳光电源,测试部设计,有待修改
(pv grid inverter,sungrow,test dept desigen)
- 2011-04-11 11:48:49下载
- 积分:1
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lQG
应用LQG算法对一个一通进行镇定控制,希望对大家有用(The LQG algorithm is applied to a conducting stabilization control, in the hope that useful)
- 2012-03-20 15:58:12下载
- 积分:1