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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
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EightkWDCSource
a dc-dc boost converter is implemented using matlab.
- 2010-11-16 04:49:49下载
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p4_1
说明: 输入一个数判定能否开平方,能就开平方,不能就退出(Enter a few decide whether to open the square, to the open square, can not quit)
- 2010-04-11 18:28:32下载
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ball
图像分割算法的Matlab源程序,找到不少都上传上来了(Image Segmentation Matlab source code, to find many were uploaded onto the)
- 2010-05-16 15:36:10下载
- 积分:1
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generator_white_noise
This program generates a input signal and a desired signal of the idetification plant (This program generates a input signal and a desired signal of the idetification plant)
- 2007-12-16 22:58:55下载
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fisher1
这是模式识别中常用的Fisher分类准则的函数,适用于样本类别为两类的情形。返回值是最佳投影方向和投影后的分类阈值。(This is a function of pattern recognition used Fisher classification criteria applicable to the category of the sample for the two types of situation. The return value is the best projection direction and projection classification threshold.)
- 2012-07-06 19:37:58下载
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chirp
一个chirp信号,用来描述连续震动的正弦函数。(A chirp signal, which is used to describe the sine function of continuous vibration.)
- 2013-10-22 16:32:51下载
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OSCAR_V1.3
fiber optical modes.simulation of optican fiber with figures
- 2010-11-10 11:18:34下载
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guide-toisolationcircuits
关于光耦应用的比较全面的介绍,很实用,找了很久才找到的(Optocoupler applications on a more comprehensive presentation, very practical, looking for a long time to find the)
- 2011-02-16 16:26:48下载
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optimization
基于matleb的数值建模优化算法全集,数值建模必备资料(matlab-multi-objective optimization algorithm pdf)
- 2014-09-28 15:07:01下载
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