登录
首页 » AI-NN-PR » 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...

于 2023-05-08 发布 文件大小:5.65 kB
0 171
下载积分: 2 下载次数: 3

代码说明:

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.

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • BP神经网络的C语言实现 BP神经网络解决异或问题 canny源代码 HMM的C语言实现 isodata K...
    BP神经网络的C语言实现 BP神经网络解决异或问题 canny源代码 HMM的C语言实现 isodata K-MEANS 车牌识别系统 矢量量化的C语言实现 -Neural Network C language BP neural network solution differences or problems canny source HMM C language isodata K-MEANS License Plate Recognition System Vector Quantization C Language
    2022-07-14 13:33:47下载
    积分:1
  • This is a pattern recognition in a simple window parzen Category simulation exam...
    这是一个模式识别中的parzen窗的一个简单仿真分类实例,其中female.txt和male.txt是训练样本,test.txt是测试样本,分类效果非常好,对于模式学习的初学者将会有很大帮助。-This is a pattern recognition in a simple window parzen Category simulation examples, one of female.txt and male.txt training samples, test.txt is the measurement, classification effect is very good for beginners will be learning model has very big help.
    2022-05-17 23:57:33下载
    积分:1
  • Neural network algorithm procedures, mathematical modeling of the students very...
    神经网络算法程序,对数学建模的同学很有用处。谢谢大家喜欢。-Neural network algorithm procedures, mathematical modeling of the students very useful. Thank you all like it.
    2023-02-01 21:15:03下载
    积分:1
  • 附加了动量项BP神经网络
    附加了动量项BP神经网络-Additional items of Momentum BP neural network
    2023-04-25 04:40:03下载
    积分:1
  • BP神经网络用于函数拟合与模式识别的Matlab示例程序,说明很详细,并且代码可以直接拿来用...
    BP神经网络用于函数拟合与模式识别的Matlab示例程序,说明很详细,并且代码可以直接拿来用-BP neural network for function fitting and pattern recognition procedures Matlab examples to illustrate in great detail, and the code can be directly used by
    2022-02-01 02:43:50下载
    积分:1
  • 人工股市(Artificial Stock Market,简称ASM)是模拟股市运作的一个程序。在这个电脑中的虚拟市场中,若干被称为交易者的人工智能程序(Age...
    人工股市(Artificial Stock Market,简称ASM)是模拟股市运作的一个程序。在这个电脑中的虚拟市场中,若干被称为交易者的人工智能程序(Agent)通过观察它们所在的数字世界中股价和股息的不断变换而做出预测,并且根据这些预测做出购买股票与否以及购买股票数量的决策。反过来,所有的交易者的决策又决定了股票的价格,这样,整个的股票交易市场就构成了一个自我封闭的计算系统。同时,这些交易者都具有学习的能力,可以根据以前预测的成功或者失败对自己的决策进行调整,并且通过一种被称为遗传算法的方法产生创新能力。-artificial stock market (Artificial Stock Market, or ASM) is a stock market simulation operation of the procedure. In this computer in the virtual market, a number of traders known as artificial intelligence (Agent) by observing them where the digital world and the stock dividend and the constantly changing projections, and based on these projections made whether or not to purchase stocks and the purchase of shares in decision-making. Conversely, all the decision-making transactions in turn determines the share price, so that the entire stock market would constitute a self-enclosed computer system. Moreover, these transactions are capable of learning, can be predicted based on previous success or failure of their decisions for the
    2022-03-29 22:14:25下载
    积分:1
  • C语言中的ADALINE神经网络算法的介绍。
    介绍了神经 网络中的ADALINE算法的C语言实现.-Introduction of the ADALINE neural network algorithm in C language.
    2022-03-24 08:36:48下载
    积分:1
  • 基于遗传算法优化神经网络结构源程序
    基于遗传算法优化神经网络结构源程序-based on genetic algorithm optimization neural network structure source
    2022-03-01 08:47:23下载
    积分:1
  • CLustream算法实现程序
    CLustream算法实现程序-CLustream algorithm program! ! ! ! ! ! ! ! ! ! ! ! ! ! !
    2023-02-06 20:50:04下载
    积分:1
  • BP算法C++的BP算法源程序 BP算法C++的BP算法源程序
    BP算法C++的BP算法源程序 BP算法C++的BP算法源程序 -BP algorithm C BP algorithm source algorithm C BP BP algorithm source code
    2023-04-28 20:35:03下载
    积分:1
  • 696516资源总数
  • 106914会员总数
  • 0今日下载