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PSO-evolutionarycomputation
粒子群优化算法(PSO)是一种进化计算技术(evolutionary computation),有Eberhart博士和kennedy博士发明。源于对鸟群捕食的行为研究
PSO同遗传算法类似,是一种基于叠代的优化工具。系统初始化为一组随机解,通过叠代搜寻最优值。但是并没有遗传算法用的交叉(crossover)以及变异(mutation)。而是粒子在解空间追随最优的粒子进行搜索。详细的步骤以后的章节介绍
同遗传算法比较,PSO的优势在于简单容易实现并且没有许多参数需要调整。目前已广泛应用于函数优化,神经网络训练,模糊系统控制以及其他遗传算法的应用领域(Particle Swarm Optimization (PSO) is an evolutionary computation technique (evolutionary computation), has Dr. Eberhart and Dr. kennedy invention. Deriving from the behavior of birds of prey PSO with genetic algorithm is similar to an iterative optimization-based tools. System initialization for a group of random solutions, through the iterative search for optimal values. But there is no cross-genetic algorithm used (crossover) and mutation (mutation). But the particles in the solution space of the particles to follow the optimal search. In detail the steps after the introduction sections compared with the genetic algorithm, PSO has the advantage of being simple and easy and did not realize many of the parameters need to be adjusted. Has been widely applied to function optimization, neural network training, fuzzy system control, as well as other genetic algorithm applications)
- 2008-03-19 20:51:36下载
- 积分:1
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Matlab-FinishedOne
针对夹杂有白噪声的正弦信号的功率谱估计仿真(Mixed with white noise for sinusoidal signal simulation of the power spectrum estimation)
- 2010-05-30 10:51:44下载
- 积分:1
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sanxiangsanxiangzbupinghengxishu
对于配电网负荷不对称情况下各段线路结构系数进行计算(For the case of asymmetric load distribution network circuit structure coefficient of each segment is calculated)
- 2011-07-26 10:09:40下载
- 积分:1
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Chapter-05
Compressed Sensing Theory and Applications Cambridge University Press 2011
(第五章)(Compressed Sensing Theory and Applications Cambridge University Press 2011 (Chapter V))
- 2013-04-08 17:54:50下载
- 积分:1
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SystemIdentificationOnBook
经典的系统辨识算法,主要是在《过程辨识》方崇智, 萧德云著书。(System identification algorithm, mainly in the process identification of Fang Chongzhi, Xiao Deyun wrote the book.)
- 2015-06-17 23:07:30下载
- 积分:1
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25613
说明: 小波分析从基础到高级应用的matlab源码例程~~(Wavelet analysis of matlab source routines ~ ~)
- 2011-02-23 11:02:20下载
- 积分:1
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matlab_code
rayleigh channel modelling for wireless
- 2010-06-02 00:30:01下载
- 积分:1
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chap23
先进PID控制MATLAB仿真(第3版), 作者: 刘金琨,2、3部分源码(Advanced PID control MATLAB simulation (3rd edition), Author: Jinkun, 2,3 some source)
- 2013-09-01 00:17:33下载
- 积分:1
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MR-Damper-flc-control
The performance of fuzzy logic (FLC)control optimized by particle swarm optimization (PSO) for semi-active suspension system using magneto-rheological (MR) damper . MR damper is an intelligent damper filled with particle magnetic polarizable and suspended into a liquid form. The Bouc-Wen model of MR damper is used to determine the required damping force based on force-displacement and force-velocity characteristics.
- 2013-12-08 07:24:28下载
- 积分:1
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color-lbp
运用matlab,实现矢量版局部二值模式人脸识别,实现效果好(Use matlab, realize the vector version of local binary pattern recognition, to achieve good results)
- 2013-12-09 15:52:42下载
- 积分:1