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PSO
Rosenbrock函数优化属于无约束函数优化问题,其全局极小值位于一条平滑而狭长的抛物线形状的山谷底部,且为优化算法提供的信息很少,因此找到其全局极小值就显得很困难。根据Rosenbrock函数的这种特性,专门提出了一种改进的PSO算法,该算法引入三角函数因子,利用三角函数具有的周期振荡性,使每个粒子获得较强的振荡性,扩大每个粒子的搜索空间,引导粒子向全局极小值附近靠近,避免算法过早地收敛,陷入局部最优,从而找到Rosenbrock函数的全局极小值。大量实验结果表明,该算法具有很好的优化性能,为某些领域某些特定的类似于Rosenbrock函数的优化问题提供了一种新的思路。(Rosenbrock function optimization functions are unconstrained optimization problems, its global minimum value at a smooth parabolic shape and narrow mountain valley
Department, and for the optimization algorithm provides little information, and therefore find its global minimum value becomes very difficult. According to this feature Rosenbrock function, specifically mentioning
Out an improved PSO algorithm (PSO-R), the algorithm introduced trigonometric factor, using trigonometric has periodic oscillations, so that each particle to obtain more
Strong oscillations of expanding the search space of each particle, the particle is close to nearby guide global minimum, avoiding premature convergence algorithm, into a local optimum, thus
Finding the global minimum Rosenbrock function. Experimental results show that the algorithm has a good optimizing performance, similar to some certain areas
Rosenbrock function in the optimization problem provides a new way of thinking.)
- 2014-08-27 19:48:25下载
- 积分:1
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pingjun
本程序是基于matlab编程,用于求解平均值,具有快捷高效的特点。(This procedure is based on the MATLAB programming, for solving the average value, has the characteristics of fast and efficient.)
- 2013-09-16 22:14:35下载
- 积分:1
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channel_estimation
this matlab code about estimation channel
- 2011-11-04 01:00:07下载
- 积分:1
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power_fft
在线快速傅里叶变换(FFT)分析演示,Matlab/Similink(Online fast Fourier transform (FFT) analysis of demonstration, Matlab/Similink)
- 2009-03-17 20:50:27下载
- 积分:1
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ad
说明: 阵列信号处理代码,是阵列信号处理工具箱中的程序代码(Array signal processing code, an array signal processing toolbox of program code)
- 2010-04-17 12:09:00下载
- 积分:1
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Cctime
this source code is matlab cctime
- 2013-08-04 14:52:51下载
- 积分:1
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simple_SR
this simple sr use to perform operations code using matlab
- 2012-02-09 22:27:00下载
- 积分:1
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conv
convolution basic programming
- 2011-02-04 23:36:43下载
- 积分:1
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power-spectral-analys
随机信号功率谱分析
(1) 生成信号,被淹没在在噪声中;
(2) 试用周期图法估计信号的功率谱;
(3) 选用不同窗,使用修正周期图法估计信号的功率谱;
(4) 对一段语音信号,使用LD算法估计其功率谱;
(5) 详细列出功率谱估计的步骤和原理。
(power spectral analys)
- 2012-04-03 19:55:58下载
- 积分:1
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music
DOA估计中的基本music算法,用于多个信号来向及干扰时测向。(The basic music DOA estimation algorithm for multiple signal direction finding to and interference.)
- 2011-06-20 16:54:23下载
- 积分:1