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K-均值聚类算法的编程实现。包括逐点聚类和批处理聚类。K-均值聚类的的时间复杂度是n*k*m,其中n为样本数,k为类别数,m为样本维数。这个时间复杂度是相当客观的。因为如果用每秒10亿次的计算机对50个样本采用穷举法分两类,寻找最优,列举一遍约66.7天,分成3类,则要约3500万年。针对算法局部最优的缺点,本人正在编制模拟退火程序进行改进。希望及早奉给大家,倾听高手教诲。-K-means clustering algorithm programming. Point by point, including clustering and clustering batch. K-means clustering of the time complexity of n* k* m, n samples, several types of k, m sample dimension. The time complexity is a very objective. Because if we use one billion times per second the computer using 50 samples of two exhaustive method to find the optimal set out again about 66.7 days, divided into three categories, offering 3,500 years. Local optimal algorithm against the shortcomings, I was prepared simulated annealing process improvements. Early Feng hope for everyone, listen to the master teachings.
- 2022-01-28 00:58:44下载
- 积分:1
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genetic algorithm in the application tsp
遗传算法在tsp中的应用-genetic algorithm in the application tsp
- 2022-05-18 03:45:54下载
- 积分:1
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Genetic immunization is a method of procedure we will look at the genetic immune...
遗传免疫是算法的程序 大家可以看看 遗传免疫算法 我也是刚开始学 传上去大家共同学习-Genetic immunization is a method of procedure we will look at the genetic immune algorithm I am also just beginning to learn Chuan-up of common learning
- 2022-05-14 14:15:11下载
- 积分:1
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本文在VC++环境下用演化算法实现了非线性参数回归,实验结果表明,用此方法能够很好的实现非线性参数回归。...
本文在VC++环境下用演化算法实现了非线性参数回归,实验结果表明,用此方法能够很好的实现非线性参数回归。-paper in VC environment using an evolutionary algorithm to achieve the nonlinear regression, experimental results indicate that this method can achieve good nonlinear regression.
- 2022-03-16 22:32:53下载
- 积分:1
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This is a very good network of BP procedures for the two types of data classific...
这是一个很好的关于BP神经网络的程序,用于两类数据的分类.-This is a very good network of BP procedures for the two types of data classification.
- 2023-05-07 02:10:02下载
- 积分:1
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遗传算法的源程序,对于初学者有很大帮助,建议多
遗传算法的源程序,对于初学者有很大帮助,建议多-Genetic algorithm source code, are very helpful for beginners, the proposed multi-
- 2022-06-15 14:40:27下载
- 积分:1
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libneural神经网络C库函数源代码,版本1.0.3.
libneural神经网络C库函数源代码,版本1.0.3.-libneural neural network C library functions source code, version 1.0.3.
- 2022-01-25 23:43:52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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考虑三个神经元的Hopfield网络,每个神经元有一个阈值和重量…
考虑3个神经元的hopfield网络,每个神经元有一个阀值和一个权重,定义存储在网络中的目标平衡点中为矩阵T的两个三指定存储在网络中的目标平衡点 -Consider three neurons hopfield network, each neuron has a threshold and a weight, the definition is stored in the network, the goal of equilibrium point for the matrix T of the two three-designated storage in the network
- 2022-09-06 12:15:03下载
- 积分:1
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This is a use of MATLAB to use a simple classification of the PCA implementation...
这是一个利用MATLAB利用PCA实现的简单分类程序,对于模式识别的初学者学习PCA知识并进行仿真会有很大帮助,其中male.txt和female.txt是训练样本,test.txt是测试样本,分类效果非常好。-This is a use of MATLAB to use a simple classification of the PCA implementation process, the PCA pattern recognition study for beginners and simulation of knowledge would be of considerable help, and one of male.txt samples female.txt training, test.txt is the measurement, very good classification results.
- 2022-07-18 08:33:05下载
- 积分:1