Description: 一种基于蚁群聚类的径向基神经网络
提出了一种基于蚁群聚类算法的径向基神经网络. 利用蚁群算法的并行寻优特征和挥发系
数方法的自适应更改信息量的能力,并以球面聚类的方式确定了径向基神经网络中基函数的位置,
同时通过比较隐层神经元的相似性、合并相似性较为接近的2 个神经元来约简隐含层的神经元,以
达到简化径向基神经网络结构的目的. 实验比较了几种不同聚类算法的径向基神经网络,结果表
明,所提神经网络的整体训练时间至少可缩短40 ％ ,学习的准确率可提高1 ％以上,而且网络结构
更加精简.-An Ant clustering RBFNN presents a clustering algorithm based on the ant colony RBFN Liaison. Ant use the parallel algorithm optimization features and volatile coefficient method of adaptive changes in the volume of information, spherical cluster and the method of RBF neural network-based functions of the position, By comparing the same time hidden layer neurons of similarity, Merger similarity is closer to the two neurons to Jane about the hidden layer neurons, to achieve simplification RBF neural network structure purposes. Experimental comparison of several different clustering algorithm RBF neural network, The results show that the neural network's overall training time can be shortened at least 40%. Learning the accuracy rate can be increased by 1%, and the network is more streaml Platform: |
Size: 292558 |
Author:zhxj |
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Description: 经网络提出了一种基于蚁群聚类算法的径向基神经网络. 利用蚁群算法的并行寻优特征和挥发系数方法的自适应更改信息量的能力,并以球面聚类的方式确定了径向基神经网络中基函数的位置, 同时通过比较隐层神经元的相似性、合并相似性较为接近的2 个神经元来约简隐含层的神经元,以达到简化径向-via the Internet presents a clustering algorithm based on the ant colony RBFNN. Ant use the parallel algorithm optimization Volatile coefficient characteristics and the method of adaptive changes in the volume of information, spherical cluster and the method of RBF neural network-based functions of the position, By comparing the same time hidden layer neurons of similarity, Merger similarity is closer to the two neurons to Jane about the hidden layer neurons to achieve simplification Radial Platform: |
Size: 32313 |
Author:何泼 |
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Description: 《分布式和并行系统：集群和网格计算》(英文版)
Distributed And Parallel Systems: Cluster And Grid Computing
介绍由澳大利亚和匈牙利组成的一个分布式和并行系统研究组织在集群计算和网格计算领域的最新研究成果。-"Parallel and Distributed Systems : clustering and grid computing "(English version) Parallel Distributed And Syste ms : And Grid Computing Cluster introduced by Australia and Hungary consisting of a sub - cloth-and the parallel system in cluster computing and grid computing is the latest research results. Platform: |
Size: 7262716 |
Author:river_side |
Hits:
Description: 一种基于蚁群聚类的径向基神经网络
提出了一种基于蚁群聚类算法的径向基神经网络. 利用蚁群算法的并行寻优特征和挥发系
数方法的自适应更改信息量的能力,并以球面聚类的方式确定了径向基神经网络中基函数的位置,
同时通过比较隐层神经元的相似性、合并相似性较为接近的2 个神经元来约简隐含层的神经元,以
达到简化径向基神经网络结构的目的. 实验比较了几种不同聚类算法的径向基神经网络,结果表
明,所提神经网络的整体训练时间至少可缩短40 ％ ,学习的准确率可提高1 ％以上,而且网络结构
更加精简.-An Ant clustering RBFNN presents a clustering algorithm based on the ant colony RBFN Liaison. Ant use the parallel algorithm optimization features and volatile coefficient method of adaptive changes in the volume of information, spherical cluster and the method of RBF neural network-based functions of the position, By comparing the same time hidden layer neurons of similarity, Merger similarity is closer to the two neurons to Jane about the hidden layer neurons, to achieve simplification RBF neural network structure purposes. Experimental comparison of several different clustering algorithm RBF neural network, The results show that the neural network's overall training time can be shortened at least 40%. Learning the accuracy rate can be increased by 1%, and the network is more streaml Platform: |
Size: 291840 |
Author:zhxj |
Hits:
Description: 经网络提出了一种基于蚁群聚类算法的径向基神经网络. 利用蚁群算法的并行寻优特征和挥发系数方法的自适应更改信息量的能力,并以球面聚类的方式确定了径向基神经网络中基函数的位置, 同时通过比较隐层神经元的相似性、合并相似性较为接近的2 个神经元来约简隐含层的神经元,以达到简化径向-via the Internet presents a clustering algorithm based on the ant colony RBFNN. Ant use the parallel algorithm optimization Volatile coefficient characteristics and the method of adaptive changes in the volume of information, spherical cluster and the method of RBF neural network-based functions of the position, By comparing the same time hidden layer neurons of similarity, Merger similarity is closer to the two neurons to Jane about the hidden layer neurons to achieve simplification Radial Platform: |
Size: 31744 |
Author:何泼 |
Hits:
Description: 《分布式和并行系统：集群和网格计算》(英文版)
Distributed And Parallel Systems: Cluster And Grid Computing
介绍由澳大利亚和匈牙利组成的一个分布式和并行系统研究组织在集群计算和网格计算领域的最新研究成果。-"Parallel and Distributed Systems : clustering and grid computing "(English version) Parallel Distributed And Syste ms : And Grid Computing Cluster introduced by Australia and Hungary consisting of a sub- cloth-and the parallel system in cluster computing and grid computing is the latest research results. Platform: |
Size: 7262208 |
Author:river_side |
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Description: This directory includes sources used in the following paper:
Parallel Spectral Clustering in Distributed Systems
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Chang
Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010
This code has been tested under 64-bit Linux environment using MATLAB 7.4.0.287 (R2007a).
You will be able to regenerate experiment results in the paper. However, results may be
slightly different due to the randomness, the CPU speed, and the load of your computer.
-This directory includes sources used in the following paper:
Parallel Spectral Clustering in Distributed Systems
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Chang
Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010
This code has been tested under 64-bit Linux environment using MATLAB 7.4.0.287 (R2007a).
You will be able to regenerate experiment results in the paper. However, results may be
slightly different due to the randomness, the CPU speed, and the load of your computer.
Platform: |
Size: 15807488 |
Author:cc |
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Description: 基于 MAS 建立的分布并行计算环境，其任务调度问题具有新的特点 对于基于MAS 的配电快速仿真与模拟系统，以配电
网三相状态估计为例，建立了新的调度问题模型，提出了基于FCM 的启发式任务调度优化方法 该方法利用模糊C 均值聚类分析
算法对独立任务进行聚类分析，避免了在超大解空间中用基于搜索的方法去寻求最优解的做法 该方法具有线性时间复杂度，而
且通过大量算例表明它总是能够在合理的时间内获得次优解或最优解，使masDSE 的性能有明显改善-In the distributed parallel computing environment based on MAS， some new characteristics has brought forword to the
Task Scheduling.Aimed at task scheduling in distribution fast simulation and modeling that is based on MAS， develope a new
model for Task Scheduling； Propose a new heuristic task scheduling optimization algorithm based on fuzzy C-means clustering
algorithms.This algorithm not only has linear time complexity， but also gets near-optimal solution or optimal solution stably， and
significantly improves the performance of masDSE.This conclusion is proved by large number of case test. Platform: |
Size: 274432 |
Author:macrotone |
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Description: 基于MATLAB的并行算法，是聚类的,我已经说的很明白了-Parallel algorithm based on MATLAB, clustering, I have said it understood Platform: |
Size: 1024 |
Author:zhang |
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Description: 平行坐标轴是可视化的一种传统方法，用于模式识别聚类等，数据是‘鸢尾花数据集’，有较好的分类效果。-Parallel to the axis is a traditional way to visualize, used for clustering and pattern recognition, data is the iris data set, have better classification effect. Platform: |
Size: 2048 |
Author: |
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Description: 用来对鲍鱼进行聚类的K均值算法，聚类结果以平行坐标系方式显示。-K-means clustering algorithm is used for abalone, the clustering results in a parallel coordinates display mode. Platform: |
Size: 88064 |
Author:santongwei |
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Description: In wireless sensor network，cluster algorithm of nodes is all effective approach and key technology to implement energy saving and flexible management．To improve security and lifetime of clustering network，a secure clustering was pro— posed based on the random and parallel cluster header election algorithm and pre—distributed key scheme．In hypothetical network model Platform: |
Size: 15360 |
Author:mojtaba |
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Search - parallel clustering