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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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关于人工神经网络采用反向传播方法…
this about the artificial neural networks which uses the back propogation method.-this is about the artificial neural networks which uses the back propogation method.
- 2022-05-18 18:42:58下载
- 积分:1
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是个定时期,不是太有用的东西,
是个定时期,不是太有用的东西,-GOOD
- 2022-03-13 14:23:45下载
- 积分:1
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matlab神经网络应用设计
matlab神经网络应用设计-Matlab neural network application design
- 2022-02-06 00:26:56下载
- 积分:1
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基于svm的机器学习文本分类方法,具有很好的借鉴意义
基于svm的机器学习文本分类方法,具有很好的借鉴意义-Svm-based machine learning text classification methods, with a good reference
- 2022-07-26 12:17:40下载
- 积分:1
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遗传算法的源程序例子,对于初学者有很大帮助,建议多
遗传算法的源程序例子,对于初学者有很大帮助,建议多-Genetic algorithm source code examples are very helpful for beginners, the proposed multi-
- 2022-07-24 23:43:38下载
- 积分:1
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用BP算法实现数字识别功能,可以显示状态变化图
用BP算法实现数字识别功能,可以显示状态变化图-BP algorithm digital identification function can demonstrate that changes in state plans
- 2022-03-25 03:32:05下载
- 积分:1
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本书介绍了一些关于机器人的识别技术,值得学习和借鉴,作为基础资料不错...
本书介绍了一些关于机器人的识别技术,值得学习和借鉴,作为基础资料不错-The book introduced a number of robot recognition technology, it is worth to learn from, as a good basis for information
- 2022-03-14 17:36:39下载
- 积分:1
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The use of genetic algorithms, simulated annealing algorithm design structure ma...
使用遗传算法、模拟退火算法求解设计结构矩阵,并进行对比分析-The use of genetic algorithms, simulated annealing algorithm design structure matrix, and a comparative analysis of
- 2022-03-05 23:26:34下载
- 积分:1
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模式识别在珠宝鉴定中的应用,该文是基于模式识别应用领域的文档类文献。...
模式识别在珠宝鉴定中的应用,该文是基于模式识别应用领域的文档类文献。-Pattern Recognition in jewelry appraisal application, the article is based on pattern recognition applications of the document class literature.
- 2023-08-07 12:55:03下载
- 积分:1