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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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神经网络机器人避障matlan仿真程序可以模拟技术。
神经网络机器人避障matlan仿真程序
可模拟机器人在空间的避障动作-Neural Network Robot Obstacle Avoidance matlan simulation program can simulate the robot moves in space, obstacle avoidance
- 2022-03-05 19:28:56下载
- 积分:1
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对多类点进行分类,有图像界面,使用了多种分类算法
对多类点进行分类,有图像界面,使用了多种分类算法-Points to the many types of classification, there are graphical interfaces, using a variety of classification algorithms
- 2023-01-13 06:00:03下载
- 积分:1
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一个用C编写的实现BP神经网络的源程序,希望大家用得上
一个用C编写的实现BP神经网络的源程序,希望大家用得上-C prepared by a BP neural network to achieve the source, I hope everyone useful
- 2023-09-02 03:20:03下载
- 积分:1
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pso智能算法程序,结合这个程序会对算法有更深的认识
pso智能算法程序,结合这个程序会对算法有更深的认识-intelligent algorithm PSO procedures, combined with this procedure will have a deeper understanding of algorithm
- 2023-02-06 06:45:03下载
- 积分:1
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MATHEMATICA 软件运用
The biggest similarity for tsp
MATHEMATICA 软件运用
The biggest similarity for tsp-MATHEMATICA software to use The biggest similarity for tsp
- 2022-09-18 06:45:04下载
- 积分:1
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an ant colony algorithm, we want to fine Eastern, we had to share.
一个蚁群算法,大家很想要得东东,共享给大家了。-an ant colony algorithm, we want to fine Eastern, we had to share.
- 2022-02-27 06:24:46下载
- 积分:1
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利用遗传算法进行文本聚类的特征选择.把一种特征组合看作一个染色体,对其进行二进制编码,引入文本集密度作为适应度函数进行特征个体适应度的评价....
利用遗传算法进行文本聚类的特征选择.把一种特征组合看作一个染色体,对其进行二进制编码,引入文本集密度作为适应度函数进行特征个体适应度的评价.
-The use of genetic algorithm feature selection in text clustering. To a combination of characteristics as a chromosome, its binary code, the introduction of text set density as a characteristic of fitness function for evaluation of individual fitness.
- 2023-03-15 14:15:04下载
- 积分:1
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遗传算法的原代码,用于最优化计算,只需解压便可使用。
遗传算法的原代码,用于最优化计算,只需解压便可使用。-Genetic algorithm source code for the optimization calculation, just unzip to use.
- 2023-03-25 07:20:03下载
- 积分:1
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多
多目标优化进化算法目前公认效果收敛性最好的算法NSGA2源码,内有多目标算法的工具箱,对实现其他多目标优化算法很有帮助-Multi-objective optimization evolutionary algorithm is currently recognized as the effect of convergence of the algorithm NSGA2 best source, with a number of target algorithm toolbox for achieving the other multi-objective optimization algorithm for helpful
- 2022-02-03 13:29:15下载
- 积分:1