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GENNET is a genetic algorithm to optimize the weights by the 16 neurons fully co...
GENNET是一个通过遗传算法优化权重的16个神经元的全连接神经网络。训练目的是使网络在一定假设的激励下,随时间产生同目标函数同样的响应,即:可以把此网络制作为一个任意波形的信号发生器。
程序分3个示例说明遗传算法进化过程中网络输出的变化趋势。可以看出网络输出(蓝色曲线)随着时间变化逐渐逼近目标函数(红色曲线)。此程序不仅可以学习遗传算法,也可以用于研究全连接网络的直观示例。-GENNET is a genetic algorithm to optimize the weights by the 16 neurons fully connected neural networks. Training purposes is to enable network inspired by certain assumptions, over time, produce the same response with the objective function, namely: the network can be produced as an arbitrary waveform signal generator. Procedure, three examples illustrate the evolution of genetic algorithms in the network output trends. We can see that the network output (blue curve) changes over time, gradually approaching the objective function (red curve). This program can not only learn from the genetic algorithm can also be used to study visual example of a fully connected network.
- 2023-03-23 04:25:04下载
- 积分:1
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Contains a number of optimization algorithms, there is Newton' s method, simp...
包含了许多的最优化算法,有牛顿法,单纯形法等,都已运行通过了-Contains a number of optimization algorithms, there is Newton" s method, simplex method, etc., have to run through the
- 2022-02-01 18:55:53下载
- 积分:1
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Multi
多层权核k均值算法,原作者Yuqiang Guan,现在将他共享,与大家共同学习!-Multi-layer k-means algorithm for nuclear power, original author Yuqiang Guan, will now share him with everyone learning together!
- 2022-03-04 23:29:13下载
- 积分:1
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模糊ISODATA聚类分析可以将数据的模糊矩阵的聚类分析
模糊ISODATA聚类分析,可以模糊矩阵数据进行聚类分析-Fuzzy ISODATA cluster analysis can be fuzzy matrix cluster analysis of data
- 2022-03-04 05:32:13下载
- 积分:1
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我准备的QR分解的神经网络算法利用QR分解…
本人编写的QR分解的神经网络算法,该算法用QR分解神经网络的隐含层矩阵,可以作为学术上的比较和分析。适合各种benchmark问题,本人还加了自动产生分类向量和自动适应各种函数的例子-I prepared the QR decomposition of neural network algorithm using QR decomposition neural network hidden layer matrix, can be used as an academic comparison and analysis. Suitable for a variety of benchmark problems, I also added automatically generated classification and automatic vector function to adapt to a variety of examples
- 2022-05-13 12:34:46下载
- 积分:1
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模式识别中关于C均值的聚类算法的程序,输入点进行聚类.
模式识别中关于C均值的聚类算法的程序,输入点进行聚类.-pattern recognition on the C-means clustering algorithm procedures input cluster.
- 2022-12-03 08:25:03下载
- 积分:1
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二进制的基本遗传算法,在VC++环境下编程实现。
二进制的基本遗传算法,在VC++环境下编程实现。-binary basic genetic algorithm, the VC environment programming.
- 2022-08-09 15:06:51下载
- 积分:1
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本程序实现了一个人工神经网络的算法,相关领域的人可以参考。...
本程序实现了一个人工神经网络的算法,相关领域的人可以参考。-This procedure implements a neural network algorithm, in related fields who can refer to.
- 2022-06-28 21:47:09下载
- 积分:1
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贝叶斯算法是基于贝叶斯定理 P(H|X) = P(X|H)P(H) / P(X).。对于多属性的数据集,计算 P(X|Ci) 的开销非常大,为减低计算复杂度,我...
贝叶斯算法是基于贝叶斯定理 P(H|X) = P(X|H)P(H) / P(X).。对于多属性的数据集,计算 P(X|Ci) 的开销非常大,为减低计算复杂度,我们做条件独立的假设,即给定元组的类标号,假定属性值有条件地相互独立,即在属性间不存在依赖关系。此程序仅为算法的一个实现,根据训练数据训练分类器-Bayesian algorithm is based on the Bayes theorem P (H | X) = P (X | H) P (H)/P (X).. For multi-attribute data sets, computing P (X | Ci) of the overhead is very large, in order to reduce the computational complexity, we do conditional independence assumption that a given tuple class label, it is assumed that property values conditionally independent of each other, that does not exist in the inter-attribute dependencies. This procedure is only an implementation of algorithm, according to training data classifier training
- 2023-08-27 07:10:03下载
- 积分:1
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模式识别实例工程的源代码
模式识别实例工程的源代码-example source code
- 2022-10-09 20:50:03下载
- 积分:1