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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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ArcObject的空间查询代码,比较简单和初步的供大家一起学习
ArcObject的空间查询代码,比较简单和初步的供大家一起学习-The spatial query ArcObject code is relatively simple and everyone together for a preliminary study
- 2023-04-12 16:30:04下载
- 积分:1
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BP神经网络C++实现
BP神经网络C++实现-BP neural network implemented by C++
- 2022-06-19 10:46:48下载
- 积分:1
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神经网络讲义课件:PPT格式
神经网络讲义课件:PPT格式- Nerve network printed lecture class: PPT form
- 2023-05-25 12:15:05下载
- 积分:1
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simulated annealing Spanning Tree, a better classification. Simple and straightf...
模拟退火生成树,一种比较好分类方法。程序简单,易懂。-simulated annealing Spanning Tree, a better classification. Simple and straightforward.
- 2022-02-22 00:25:19下载
- 积分:1
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数字图形图形处理中的一个很有用的算法,好不容易搞到的
数字图形图形处理中的一个很有用的算法,好不容易搞到的-Digital graphics graphics processing in a useful algorithm, finally got the
- 2022-05-07 09:24:29下载
- 积分:1
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Winsvm支持向量机分类预测的指导书
WinSVM支持向量机预测分类使用指导书-WinSVM support vector machine classification for prediction guide book
- 2022-03-15 13:31:55下载
- 积分:1
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基于RBF网络的机器人手臂运动关节的仿真实例。利用RBF网络实现机器人手臂运动关节的仿真实例建模。...
基于RBF网络的机器人手臂运动关节的仿真实例。利用RBF网络实现机器人手臂运动关节的仿真实例建模。-RBF network based on the movement of the robot arm joint simulation. RBF network using the robot arm joint movement simulation modeling.
- 2023-06-09 04:40:02下载
- 积分:1
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基于k均值聚类学习算法的rbf神经网络实现
基于k均值聚类学习算法的rbf神经网络实现-K-means clustering-based learning algorithm of rbf neural network
- 2022-03-03 08:38:24下载
- 积分:1
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matrix multiplication. Zip
矩阵相乘.zip - C语言源代码 矩阵相乘... - 本人这学期写八数码作业,采用三种人工智能算法,在-matrix multiplication. Zip-C language source code matrix multiplication ...- I wrote this semester eight digital operations, in three artificial intelligence algorithm, the
- 2022-08-17 19:08:00下载
- 积分:1