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FCM算法是一种基于划分的聚类算法,它的思想就是使得被划分到同一簇的对象之间相似度最大,而不同簇之间的相似度最小。模糊C均值算法是普通C均值算法的改进,普通C均...
FCM算法是一种基于划分的聚类算法,它的思想就是使得被划分到同一簇的对象之间相似度最大,而不同簇之间的相似度最小。模糊C均值算法是普通C均值算法的改进,普通C均值算法对于数据的划分是硬性的,而FCM则是一种柔性的模糊划分。在介绍FCM具体算法之前我们先介绍一些模糊集合的基本知识。-FCM algorithm is a clustering algorithm based on the division of its thinking is that it is making is divided into clusters with the greatest similarity between the object, and different similarity between the smallest cluster. Fuzzy C-means algorithm is an ordinary C-means algorithm, the general C-means algorithm for data delineation is rigid, while the FCM is a soft fuzzy partition. FCM in the introduction prior to the specific algorithm we first introduce some basic knowledge of fuzzy sets.
- 2022-02-26 01:32:31下载
- 积分:1
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一种数据聚类算法的源码,可以在模式识别和图像处理中试用。...
一种数据聚类算法的源码,可以在模式识别和图像处理中试用。
-a data clustering algorithm source code, in pattern recognition and image processing trial.
- 2022-02-02 21:38:15下载
- 积分:1
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自组织系统Kohonen网络模型。对于Kohonen神经网络,竞争是这样进行的:对于“赢”的那个神经元c,在其周围Nc的区域内神经元在不同程度上得到兴奋,而在N...
自组织系统Kohonen网络模型。对于Kohonen神经网络,竞争是这样进行的:对于“赢”的那个神经元c,在其周围Nc的区域内神经元在不同程度上得到兴奋,而在Nc以外的神经元都被抑制。网络的学习过程就是网络的连接权根据训练样本进行自适应、自组织的过程,经过一定次数的训练以后,网络能够把拓扑意义下相似的输入样本映射到相近的输出节点上。网络能够实现从输入到输出的非线性降维映射结构:它是受视网膜皮层的生物功能的启发而提出的。~..~-Kohonen network model. For Kohonen neural network, competition is this : For the "winner" of neurons c, in its switching around the region neurons in varying degrees, to be excited, and the switching outside the neurons were inhibited. Network learning is a process in the network connecting the right under the training samples for adaptive, self-organizing process, after a certain number of training, network topology can sense similar to the mapping of the input samples similar to the output nodes. Network can be achieved from input to output of nonlinear reduced-dimensional mapping structure : it is subject to retinal cortex of the biological function inspired by. ~ ~ ..
- 2022-11-15 05:40:03下载
- 积分:1
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多目标进化算法源代码
多目标进化算法源代码-more evolutionary algorithm source code
- 2022-03-06 12:09:00下载
- 积分:1
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计算一个给定的粒子群优化算法的图像平滑…
用粒子群优化算法计算给定图像的平滑度。
- 2023-03-30 03:40:03下载
- 积分:1
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通过MATLAB实现的打砖块游戏(breakout),内含netlab人工神经网络工具箱...
通过MATLAB实现的打砖块游戏(breakout),内含netlab人工神经网络工具箱-The implementation of a interesting game "breakout" using MATLAB, also a netlab toolbox of artificial neural network is included.
- 2022-03-21 13:54:28下载
- 积分:1
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模拟退火基本模块,其中在尺度变换部分应用到了类似模拟退火算法部分,所有变量均使用汉语拼音很好懂...
模拟退火基本模块,其中在尺度变换部分应用到了类似模拟退火算法部分,所有变量均使用汉语拼音很好懂-Simulated Annealing basic module, in which part of the scale transformation is applied to a similar part of simulated annealing algorithm, all variables are very good to understand the use of Hanyu Pinyin
- 2022-07-26 20:11:59下载
- 积分:1
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lzb的程序示例,方便修改,适合初学者使用!
lzb的程序示例,方便修改,适合初学者使用!-lzb sample procedures to facilitate the modification, suitable for beginners to use!
- 2022-03-24 01:09:21下载
- 积分:1
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高斯混合模型C++版本
高斯混合模型C++版本-Gaussian mixture model C version
- 2022-03-03 04:04:05下载
- 积分:1
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遗传算法,路径规划,机器人
遗传算法的机器人路径规划的源代码。用C++来实现的-Genetic algorithm path planning robot
- 2022-07-24 03:15:32下载
- 积分:1