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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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ANN
本matlab程序的功能是利用人工神经网进行故障模式识别(Fault recognition using ANN)
- 2013-03-29 23:57:47下载
- 积分:1
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shapecontext
运用matlab,LBP局部二值模式程序的完整阐释,对学习LBP帮助效果佳(Use matlab, full interpretation of LBP Local Binary Pattern program to help good effect on learning LBP)
- 2013-12-09 16:05:29下载
- 积分:1
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三个遗传算法matlab程序实例
说明: 提供了三个经典遗传算法的案例,内有源代码。欢迎大家交流,共同进步。(Three cases of classical genetic algorithm are provided with code. Welcome to communicate and make progress together.)
- 2020-12-06 22:11:52下载
- 积分:1
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ecuacion
Ecuacion necesaria para metodo de multiplicación
- 2009-10-26 18:09:02下载
- 积分:1
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average-method-denoising
说明: 应用matlab完成邻域平均法来实现数字图像去噪(Digital image neighborhood average method denoising realization
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- 2011-03-24 23:25:37下载
- 积分:1
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zblh
算法分析与设计 坐标轮换法 的程序解释 有用的着的请下载(Algorithm analysis and design coordinate rotation method, explain the procedure useful for the download please)
- 2012-06-05 14:16:51下载
- 积分:1
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Newton-Raphson-Algorithm
常用牛顿拉夫逊潮流计算程序是用matlab编写的,本程序是用C语言编写,含有中文详细说明和源代码,可以直接粘贴使用。(Common Newton Raphson power flow calculation program is prepared using matlab, this program is written in C language, containing Chinese detailed description and source code can be pasted directly use.)
- 2014-02-19 20:33:10下载
- 积分:1
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DSP1_22
阶跃响应模拟 对阶跃响应的控制,模拟以及测量(Step response simulation of step response of the control, simulation and measurement)
- 2011-04-28 15:09:50下载
- 积分:1
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lmsdenoise
一维自适应算法,用于噪声抑制,可以拓展成二维图像噪声抑制,matlab编写,希望对大家有帮助。(a peacekeeping adaptive algorithm for noise suppression, can be developed into a two-dimensional image noise suppressor, Matlab prepared, and I hope to be helpful.)
- 2007-05-28 12:43:35下载
- 积分:1