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self organizing algorithm
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  自组织算法
     In this paper, in according to a lot of new achievements about Fuzzy Mathematics and ANN, we use Self Organizing Algorithm and Genetic Algorithm (GA) as the learning methods of FNN, hope to explore new way of information extraction from complicated data.
     本文主要应用模糊数学和人工神经网络发展的新成果,将自组织算法和遗传算法(GA)作为模糊神经网络的学习方法,探索了对复杂数据信息进行提取的新途径。 主要研究工作包括以下几个部分:
短句来源
     First,a group of initial fuzzy rules are produced using self organizing algorithm to cluster learning data. Then error back propagation algorithm is introduced to adjust the network parameters. The simulation results demonstrate that the fuzzy neural network has the advantages of simple structure and the high fitting accuracy.
     首先用自组织算法对学习数据进行聚类生成一组初始的模糊规则,然后用误差反传法细调网络参数,通过仿真验证,该模糊神经网络具有结构简单,拟合精度高等优点。
短句来源
     This paper proposes a novel growing neural gas self organizing algorithm to identify chaotic systems by imitating biological group population growing process.
     在自组织神经网络基础上 ,根据生物群落自然增长的机制 ,提出了一种新的生长型神经气的自组织算法 ,用于混沌系统的自组织辨识 .
短句来源
     To improve the nonlinear approximating ability of cerebellar model articulation controller(CMAC), by introducing the Gauss basis functions and the similarity measure based addressing scheme, a new kind of fuzzy CMAC with Gauss basis functions(GFCMAC) was presented. Moreover, based upon the improvement of the self organizing feature map algorithm of Kohonen, the structural self organizing algorithm for GFCMAC(SOGFCMAC) was proposed.
     为提高CMAC的非线性逼近能力 ,通过引入Gauss基函数和基于相似测量的寻址策略 ,提出一种新的Gauss基函数模糊CMAC网络 (GFCMAC) ,并进一步在对Kohonen的自组织映射算法进行改进的基础上 ,提出了GFCMAC的结构自组织算法 (SOGFCMAC) .
短句来源
  自组织算法的
     Blind Source Separation Mechanism of the Non linear Informax Self Organizing Algorithm
     非线性Infomax自组织算法的盲源分离机理
短句来源
     Performance Analysis of Linear Infomax Self Organizing Algorithm
     线性Infomax自组织算法的性能分析
短句来源
  “self organizing algorithm”译为未确定词的双语例句
     Self organizing algorithm of robust PCA based on single layer NN
     基于单层网络的自组织的鲁棒主成分分析(PCA)算法
短句来源
     In the same time, we use Self Organizing Algorithm and GA to modify the structure and parameters of FNN, hope that the combination of these algorithms can be carried out in many kinds of complex informational problems, such as pattern recognition, quality evaluation, and data extraction and so on.
     希望能将这几种算法有机的结合在一起,改进后应用于模式识别,质量预测,数据挖掘等各种复杂的信息处理问题。
短句来源
     A new self organizing algorithm of robust PCA is presented based on the structure of single layer neural network(NN) with the modification of the energy function.
     该方法基于单层线性神经网络(NN)结构,但是权值的训练算法是非线性的。
短句来源
     A type of structure self organizing algorithm is presented to guarantee close loop asymptotical stability.
     为保证闭环渐近稳定性条件 ,文中提出一种模糊控制器结构自组织学习方法 .
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  self organizing algorithm
In addition, the application to unsupervised neural networks following Kohonen's self organizing algorithm is also described.
      
We compared these static CSD values with the current CSD values obtained after the groups had been formed by the self organizing algorithm.
      
We assume the existence of a neighbor discovery stage that precedes our self organizing algorithm.
      
We can modify our self organizing algorithm based on the sensing range for a given application.
      
The self organizing algorithm includes a suite of protocols designed to meet various phases of network self organization.
      
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A automatic control system based on microcomputer for gas forming machine is presented. A fuzzy control self-organizing algorithm, which has been used in gas forming machine, and the design for hardware and software of control system are also described.

本文详细讨论了以微型计算机为基础的气炼机自动控制系统,提出一种Fuzzy控制规则自调整算法,并描述了该控制系统的硬件和软件设计.

A distributed multi-channel self-organizing algorithm is first proposed.Next,a MCSON-II prototype system of a multi-channel self-organizing packet radio network with eight nodes using the algorithm is reported.Finally the system performance is evaluated by simulation.

本文首先提出了一个多信道全分布式控制的自组织算法。接着,给出了采用上述自组织算法的一个由八个节点组成的MCSON-Ⅱ型多信道自组织分组无线电网络的实验系统。最后,给出系统性能的计算机模拟结果。

A new modem technique for HF communication network with dynamic data rates is first given in the paper.Then a distributed self-organizing algorithm for the network is proposed.Finally its prototype system and performance are presented.

本文首先给出了一种适用于短波通信网络并具有自适应数据速率的调制解调技术,提出了这种短波通信的分布式自组织网络技术,最后介绍了短波自组织网络的实验系统

 
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