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: 这是一个非常好用的蚂蚁算法(蚁群算法)模拟程序,很好用噢,快来试试吧-This a very user-friendly ant algorithm (ant colony algorithm) simulation program, easy to use Oh, Come and try! Platform: |
Size: 36864 |
Author:夏下 |
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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 |
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Description: ns-2中的antnet算法源码，进行必要的配置就可把antnet经编译加入到ns-2中。-ns-2 in the algorithm antnet source, make the necessary configuration can be put into the antnet by the compiler in the ns-2. Platform: |
Size: 116736 |
Author:dazirandelv |
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Description: 蚁群算法学习包，其中包括最全的发表在中外核心期刊的有关蚁群算法的Paper和研究发展。-Ant colony algorithm learning package, which includes most of the core were published in foreign journals on ant colony algorithm and Paper Research and Development. Platform: |
Size: 26211328 |
Author:liu |
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Description: 比较全的介绍蚁群算法的英文文献集，本人精心收集，很好的文献。-Comparison of the whole ant colony algorithm of the introduction of English literature set, I carefully collect, good literature. Platform: |
Size: 15256576 |
Author:王超 |
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Description: Programming language: Developed in Omnet++.
Comment: The model implements the AntNet routing algorithm proposed in: G. Di Caro and M. Dorigo. AntNet: Distributed Stigmergetic Control for Communications Networks. Journal of Artificial Intelligence Research, 9:317-365, 1998. It reqires OMNeT++ 2.3 or later. Platform: |
Size: 62464 |
Author:xiaochuzhe |
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Description: 一个可扩展到ns2中的蚁群算法程序，对于蚁群算法的路由研究很有用处-1 can be expanded to ns2 in the ant colony algorithm program for the study of ant colony algorithm is useful for routing Platform: |
Size: 158720 |
Author:nong |
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Description: AntNet is an Ant Colony Optimization (ACO) metaheuristic for data network routing proposed by
Gianni Di Caro and Marco Dorigo ( http://www.idsia.ch/~gianni/antnet.html ). We have implemented
AntNet on network simulator, NS2.
This manual describes how to modify NS2 and install our code to simulate and experiment with AntNet
algorithm created by Lavina Jain. We have tested our simulations on ns-2.33. Platform: |
Size: 103424 |
Author:zipzap |
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Description: 蚁群路由算法经典代码，可用于各种有线无线网络。-Classic ant routing algorithm code that can be used for a variety of wired and wireless networks. Platform: |
Size: 24576 |
Author:宋流明 |
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Description: NS中蚁群算法的实现，有详细的添加过程以及实现后的源程序。-NS ant colony algorithm, a detailed post-adding process and the realization of the source. Platform: |
Size: 27083776 |
Author:芳 |
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Description: 一个可扩展到ns2中的蚁群算法程序。对于蚁群算法的路由研究很有用处。用于蚁群算法研究和拓展。-1 can be expanded to ns2 in the ant colony algorithm program for the study of ant colony algorithm is useful for routing Platform: |
Size: 11264 |
Author:俞波平 |
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Search - antnet algorithm