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由于K-均值聚类算法局部最优的特点,而模拟退火算法理论上具有全局最优的特点。因此,用模拟退火算法对聚类进行了改进。20组聚类仿真表明,平均每次对K结果值改进8次...
由于K-均值聚类算法局部最优的特点,而模拟退火算法理论上具有全局最优的特点。因此,用模拟退火算法对聚类进行了改进。20组聚类仿真表明,平均每次对K结果值改进8次左右,效果显著。下一步工作:实际上在高温区随机生成邻域是个组合爆炸问题(见本人上载软件‘k-均值聚类算法’所述),高温跳出局部解的概率几乎为0,因此正考虑采用凸包约束进行模拟聚类,相关工作正在进行。很快将奉献给各位朋友。-as K-means clustering algorithm for optimal local characteristics, and simulated annealing algorithm theory with the characteristics of the global optimum. Thus, simulated annealing algorithm for clustering improvements. Cluster Group of 20 simulations show that the average value of K results improved about eight times, the results are obvious. The next step : In fact, in high temperature generated random neighborhood is a combination of explosives (see my software on the "k-means clustering algorithm" mentioned above), high-temperature solution of partial out almost zero probability, it is considering the use of convex hull bound for simulation cluster, the work under way . Soon dedication to the ladies.
- 2023-05-08 08:05:03下载
- 积分:1
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BP神经网络算法,可以调节隐层,输入输出等
BP神经网络算法,可以调节隐层,输入输出等-BP neural network algorithm, can be adjusted hidden layer, input and output, etc.
- 2022-08-16 00:11:32下载
- 积分:1
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学习protege的教程(开源软件设计的本体论)
tutorials for learning protege(open source softwar to design the ontology)
- 2022-02-24 22:45:11下载
- 积分:1
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它是一个基于遗传算法的优化方法,使用微分运算符。它用于解决带有大量未知事物的优化问题。...
它是一个基于遗传算法的优化方法,使用微分运算符。它用于解决带有大量未知事物的优化问题。-it is based on a genetic algorithm optimization method, the use of Differential Operators. It used to solve a large number of unknown things with the optimization problem.
- 2022-06-12 23:48:40下载
- 积分:1
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遗传算法分层遗传算法
遗传算法分层遗传算法-GA GA stratified
- 2022-01-24 18:09:50下载
- 积分:1
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这是一篇步态识别和检测的文章:这是在视频流的基础上,区别于以往的静态图像...
这是一篇步态识别和检测的文章:这是在视频流的基础上,区别于以往的静态图像-This is a gait recognition and detection of the article : This is the video stream on the basis of distinguished from the previous static images
- 2022-03-07 05:55:37下载
- 积分:1
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清华大学不确定规划教材中的用遗传算法训练神经元网络的混合智能算法2...
清华大学不确定规划教材中的用遗传算法训练神经元网络的混合智能算法2-Tsinghua University, uncertainty in the planning of teaching materials by using genetic algorithm trained neural network Hybrid Intelligent Algorithm 2
- 2022-11-29 12:45:04下载
- 积分:1
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bp神经网络对短期电力负荷的预测,一周预测一天,输入是归一过的数据。...
bp神经网络对短期电力负荷的预测,一周预测一天,输入是归一过的数据。-bp neural network for short-term load forecast, the forecast one day a week, enter the data have been normalized.
- 2023-08-31 00:20:04下载
- 积分:1
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数据挖掘中ID3分类算法的vc实现的源代码
数据挖掘中ID3分类算法的vc实现的源代码-Data Mining ID3 classification algorithm to achieve the vc source code
- 2022-01-26 02:16:08下载
- 积分:1
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Tutorial of RVM
通俗的介绍了RVM与SVM的区别,写的非常通俗易懂-Tutorial of RVM
- 2022-02-10 10:10:47下载
- 积分:1