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Description: 利用竞争学习进行模式分类实例-using competitive learning example for pattern classification
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Author: 陈旭 |
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Description: Kohonen网络的学习过程可描述为：对于每一个网络的输入，只调整一部分权值，使权向量更接近或更偏离输入矢量，这一调整过程就是竞争学习。随着不断的学习过程，所有输入矢量都在输入矢量空间相互分离，形成了各自代表输入空间的一类模式，这就是Kohonen网络的特征自动识别的聚类功能。请解压缩后按照readme提示进行操作。-Kohonen network learning process can be described as follows : for each one network input, only part of adjusting the weights, weight vector closer to or further from the input vector, the adjustment process is competitive learning. With the continuous process of learning, all the input vector in the importation of vector space separate form their own representatives importation of a type of space, and this is a Kohonen network of automatic clustering functions. Please decompress after readme according to instructions.
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Author: 尤忠彬 |
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Description: 本算法采用LVQ竞争学习网络，本算法先用分类再用bp算法进行预测。-the algorithm used LVQ competitive learning networks, the algorithm using the classification algorithm reuse bp forecast.
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Size: 363520 |
Author: keyugang |
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Description: LVQ(学习矢量量化)算法：它是Kohonen的有监督学习的扩展形式。融合了自组织和有导师监督的技术，学习方法是竞争的，但产生方式是有教师监督的，也就是说，竞争学习是在由训练输入指定的各类 中局部进行。-LVQ (learning vector quantization) algorithm: it is the Kohonen s supervised the expansion of the form of learning. Blend of self-organization and supervision of technical mentors, learning methods are competitive, but there is a method of supervision of teachers, that is, competitive learning is specified by the training input for various types of local.
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Size: 36864 |
Author: 杨兵 |
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Description: this matlab file for competitive fuzzy edge detection
-this is matlab file for competitive fuzzy edge detection
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Size: 2048 |
Author: maro |
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Description: Imperialist Competitive Algorithm: An Algorithm for Optimization Inspired by Imperialistic Competition
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Size: 452608 |
Author: koyel |
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Description: 利用竞争层网络对样本数据进行分类，利用输入样本数据对网络进行仿真-Using a competitive layer network to classify the sample data on the use of input sample data for simulation of network
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Author: 周妍 |
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Description: Colonial Competitive Algorithm
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Size: 452608 |
Author: muhammad |
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Description: Competitive and Cooperative Foraging Games: Static One-Stage Case
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Size: 3072 |
Author: huneza |
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Description: 这些是一些matlab代码对应书籍Imperialist Competitive Algorithm (ICA)" 的。-These files are the MATLAB code for "Imperialist Competitive Algorithm (ICA)" which in some papers is referred by "Colonial Competitive Algorithm CCA".
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Size: 12288 |
Author: 王小明 |
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Description: Kohonen神经网络算法工作机理为：网络学习过程中，当样本输入网络时，竞争层上的神经元计算输入样本与竞争层神经元权值之间的欧几里德距离，距离最小的神经元为获胜神经元。调整获胜神经元和相邻神经元权值，使获得神经元及周边权值靠近该输入样本。通过反复训练，最终各神经元的连接权值具有一定的分布，该分布把数据之间的相似性组织到代表各类的神经元上，使同类神经元具有相近的权系数，不同类的神经元权系数差别明显。需要注意的是，在学习的过程中，权值修改学习速率和神经元领域均在不断较少，从而使同类神经元逐渐集中。-Kohonen neural network algorithm for the working mechanism: the network learning process, when the samples enter the network, the competitive layer of neurons on the calculation of input samples and competitive layer neurons Euclidean distance between the weights from the smallest neurons Winning neuron. Adjust the winning neuron and neighboring neurons weights to gain weight and peripheral neurons close to the input samples. Through repeated training, and ultimately the connection weights of neurons with a certain distribution, the distribution of the similarity between the data to representatives of organizations of various types of neurons, so that similar neurons have similar weights, different types of nerve Element obviously different weights. Note that, in the learning process, the right to modify the value of the field of learning rate and neurons were constantly low, so that the same neurons gradually concentrated.
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Size: 87040 |
Author: 李芳 |
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Description: 关于基于博弈论的预编码的文献资料和仿真程序-Competitive Spectrum Sharing in Cognitive Radio Networks: A Dynamic Game Approach
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Size: 415744 |
Author: xing |
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Description: 1.Hopfield 學習演算法(功能:能辨識英文字母)
2.Competitive 競爭式學習演算法(功能:執行非監督式的資料分群)-1.Hopfield learning algorithm (function: to identify letters)
2.Competitive competitive learning algorithm (function: the implementation of unsupervised data clustering)
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Size: 2048 |
Author: timtsai |
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Description: 基于生长竞争蚁群算法的QoS 路由算法。为解决多约束QoS 单播路由问题，提出一种基于改进蚁群算法的QoS 单播路多目标算法。该算法引入
生长竞争机制，使算法尽可能向Pareto 最优靠近。实验结果表明，该算法是可行和有效的，能够在资源预留的基
础上较好地满足用户对带宽和时延的要求。-QoS routing algorithm based on growing competitive ant algorithm
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Size: 178176 |
Author: jia yu |
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Description: 帝国竞争算法资料，最近载看的一种比较新颖的算法，类似于遗传算法等智能算法
-Empire competitive algorithm data set to see a more recent novel algorithm, similar to the genetic algorithms and other intelligent algorithms
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Size: 1396736 |
Author: 姚明 |
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Description: Competitive Programming 第一版的电子书和相应的幻灯片教程，对ACM竞赛有很大帮助-Competitive Programming first edition books and corresponding slide tutorial helps a lot on the ACM contest
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Size: 13670400 |
Author: Lin Xi |
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Description: Competitive Bidding and Stability Analysis in Electricity Markets Using Control Theory
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Size: 1643520 |
Author: ali |
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Description: Sample code for learning Competitive Learning and Self Organizing Maps using Matlab.
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Size: 2048 |
Author: Khuzaima khan |
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Description: 自组织竞争神经网络对数据聚类效果观察实验。-Self-organizing competitive neural network for data clustering effect observation experiment...
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Size: 1024 |
Author: 吴晓君 |
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Description: Competitive Programming 第三版的电子书对ACM竞赛有很大帮助-Competitive Programming third edition, of great help to ACM contest
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Size: 15223808 |
Author: 丁培毅 |
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