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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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guihua
一个matlab经典算法程序,用于处理规划问题,是比较好的。(A classical algorithm matlab program for treatment planning is relatively good.)
- 2008-05-28 12:45:41下载
- 积分:1
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neural2
很好的神经网络程序,适于初学者,希望大家有用。(good neural network program, suitable for beginners, we hope useful.)
- 2007-03-09 17:50:21下载
- 积分:1
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mean-shift
均值向量的编程的学习算法 通过这个算法可以变成处理图片的跟踪(Mean Vector learning algorithm programming algorithm can be turned through this track with pictures)
- 2013-11-20 15:34:55下载
- 积分:1
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多元线性回归模型
数学建模中,用来解决实际问题。好用的代码。(In mathematical modeling, it is used to solve practical problems)
- 2020-12-31 16:18:59下载
- 积分:1
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matlab-ppt
MATLAB的学习资料,ppt格式,希望能对你有用(MATLAB' s learning materials, ppt format, hoping to be useful to you)
- 2010-06-15 21:03:38下载
- 积分:1
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sound_matlab
matlab发声程序 matlab sound函数应用(matlab sound function)
- 2011-10-02 16:15:12下载
- 积分:1
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qiansuanxudianchi
铅酸蓄电池的三阶动力模型。可以完成充电和放点过程。跑起来有问题的请检查你的解法是不是采用默认的ode45或者步长太大。(The three order dynamic model of lead acid battery. Can complete charge and discharge point process. Running problems please check your solution is not using the default ode45 or step size too large.)
- 2021-03-02 21:39:33下载
- 积分:1
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hf_generate3method
线性调频信号(FLM)脉冲压缩的参考函数的三种的实现方式(Implementation of the chirp signal (FLM) three of the reference pulse compression function)
- 2013-04-30 12:42:08下载
- 积分:1
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SparseAutoencoder
深度学习自动编码机MATLAB实现,包含测试数据文件(Depth learning machine automatic coding MATLAB realization)
- 2016-04-02 19:35:10下载
- 积分:1