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pso-bp
粒子群算法，也称粒子群优化算法（Particle Swarm Optimization），缩写为 PSO， 是近年来发展起来的一种新的进化算法(Evolutionary Algorithm - EA)。PSO 算法属于进化算法的一种，和模拟退火算法相似，它也是从随机解出发，通过迭代寻找最优解，它也是通过适应度来评价解的品质，但它比遗传算法规则更为简单，它没有遗传算法的“交叉”(Crossover) 和“变异”(Mutation) 操作，它通过追随当前搜索到的最优值来寻找全局最优。这种算法以其实现容易、精度高、收敛快等优点引起了学术界的重视，并且在解决实际问题中展示了其优越性。粒子群算法是一种并行算法。
BP（Back Propagation）神经网络是1986年由Rumelhart和McCelland为首的科学家小组提出，是一种按误差逆传播算法训练的多层前馈网络，是目前应用最广泛的神经网络模型之一。BP网络能学习和存贮大量的输入-输出模式映射关系，而无需事前揭示描述这种映射关系的数学方程。它的学习规则是使用最速下降法，通过反向传播来不断调整网络的权值和阈值，使网络的误差平方和最小。BP神经网络模型拓扑结构包括输入层（input）、隐层(hidden layer)和输出层(output layer)。(Particle swarm optimization, also known as particle swarm optimization (Particle Swarm Optimization), abbreviated as PSO, is a new evolutionary algorithm developed in recent years (Evolutionary Algorithm- EA). Kind, and simulated annealing algorithm PSO algorithm is similar evolutionary algorithms, it is also starting a random solution, through an iterative search for the optimal solution, which is also used to uate the quality through fitness solution, but it is simpler than genetic algorithm rules It has no genetic algorithm " crossover" (Crossover) and " variant" (Mutation) operation, which by following the current search to find the optimal value to the global optimum. This algorithm is its easy implementation, high accuracy, fast convergence, etc. attracted academic attention and show its superiority in solving practical problems. PSO algorithm is a parallel algorithm. BP (Back Propagation) neural network is a 1986 team of scientists headed by Rumelhart and McC)
- 2020-10-29 22:19:56下载
- 积分：1
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math1
组合数学和图论中的概率方法
组合数学和图论中的概率方法.pdf(Combinatorics and graph theory probabilistic methods)
- 2013-12-26 12:26:28下载
- 积分：1
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Chapter6
第四版prokias数字通信配套代码之第六章(source code(matlab )for prokias Digital Communication (4th edition))
- 2009-03-17 15:16:03下载
- 积分：1
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MappedTensor
Manages very large tensors of arbitrary dimensions as mapped files on disk.
(This class transparently maps large tensors of arbitrary dimensions to temporary files on disk. Referencing is identical to a standard matlab tensor, so a MappedTensor can be passed into functions without requiring that the function be written specifically to use MappedTensors. This is opposed to memmapfile objects, which cannot be used in such a way.
MappedTensor also offers support for basic operations such as permute, without requiring space for the tensor to be allocated.
An existing binary file can also be mapped, similarly to memmapfile. However, memmapfile offers more flexibility in terms of file format.
)
- 2010-12-14 15:17:16下载
- 积分：1
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binextract
对经过分块算法隐藏的图像，进行信息提取，此算法适用于二值图像(After a block algorithm for the hidden images, the information extraction, this method is applicable to binary images)
- 2010-12-23 10:24:59下载
- 积分：1
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partB
四阵元理想情况下情况下，来波方向为30度时，各阵元波形( Smart Antenna beam-forming)
- 2011-07-24 12:09:45下载
- 积分：1
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ReadSTLACSII
将ACSII格式pro/E生成的STL文件读入matlab(Import Pro/E file into Matlab)
- 2014-08-06 23:03:34下载
- 积分：1
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RMSE
对局部放电信号去噪的性能进行评价，RMSE值越接近于1，去噪效果越好(The performance of partial discharge signal denoising is evaluated, and the closer the RMSE value is to 1, the better the denoising effect is)
- 2017-10-21 20:55:43下载
- 积分：1
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bayes
根据题目，在三类协方差不相等和三类协方差相等的情况下进行bayes分类
(Under the title, in three categories and three types of covariance not equal covariance equal manner bayes classification)
- 2010-06-21 09:59:32下载
- 积分：1
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Matlab
麻省理工大学
电气工程与计算机科学系
信号与系统专业关于matlab的应用(Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science, Signals and Systems professional application on matlab)
- 2013-07-14 11:03:18下载
- 积分：1
