Proceedings. International Conference on Machine Learning and Cybernetics最新文献_第10页

A study on gray neural network modeling 灰色神经网络建模研究

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1175391

L. Zhong, Jingling Yuan, Hongxia Xia, Chengming Zou

引用次数: 13

The study of epistasis based on the random walk model in fitness landscapes of schemata 基于随机游走模型的模式适应度景观上位性研究

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1167435

Jian-Wu Li, Min-Qiang Li

引用次数: 1

Matrix criterion for dynamic analysis in discrete neural networks with multiple delays 多时滞离散神经网络动态分析的矩阵准则

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1175439

Eric C. C. Tsang, S. Qiu, D. Yeung

{"title":"Matrix criterion for dynamic analysis in discrete neural networks with multiple delays","authors":"Eric C. C. Tsang, S. Qiu, D. Yeung","doi":"10.1109/ICMLC.2002.1175439","DOIUrl":"https://doi.org/10.1109/ICMLC.2002.1175439","url":null,"abstract":"The dynamics of a discrete Hopfield neural network with multiple delays (HNNMDs) is studied by using a matrix inequality which is shown to be equivalent to the state transition equation of the HNNMDs network. Earlier work (2000) on discrete Hopfield neural networks showed that a parallel or serial mode of operation always leads to a limit cycle of period one or two for a skew or symmetric matrix, but they did not give an arbitrary weight matrix on how an updating operation might be needed to reach such a cycle. In this paper we present the existence conditions of limit cycles using matrix criteria in the HNNMDs network. For a network with an arbitrary weight matrix, the necessary and sufficient conditions for the existence of a limit cycle of period 1 and r are provided. The conditions for the existence of a special limit cycle of period 1 and 2 are also found. These results provide the foundation for many applications. A HNNMDs is said to have no stable state (fixed point) if it has a limit cycle of period 2 or more, which is stated in Theorem 5. A computer simulation demonstrates that the theoretical analysis in Theorem 5 is correct.","PeriodicalId":90702,"journal":{"name":"Proceedings. International Conference on Machine Learning and Cybernetics","volume":"44 1","pages":"2245-2250 vol.4"},"PeriodicalIF":0.0,"publicationDate":"2002-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86906667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Correlation based generating rules for fuzzy classification 基于关联的模糊分类生成规则

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1175333

Da-Zhong Liu, Xizhao Wang, J.W.T. Lee

引用次数: 2

Feature selection in recognition of handwritten Chinese characters 手写体汉字识别中的特征选择

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1167382

Li-xin Zhang, Yannan Zhao, Zehong Yang, Jiaxin Wang

引用次数: 9

Combining multiple classifiers based on statistical method for handwritten Chinese character recognition 基于统计方法的多分类器组合手写体汉字识别

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1176750

Lei Lin, Xiaolong Wang, Bingquan Liu

引用次数: 5

Theoretical study on diversity of population in parallel genetic algorithms 并行遗传算法中种群多样性的理论研究

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1176799

Mei-Qin Pan, Guo-ping He

引用次数: 0

Medical image series segmentation using watershed transform and active contour model 基于分水岭变换和活动轮廓模型的医学图像序列分割

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1174506

F. Zhu, Jie Tian, Xiping Luo, Xingfei Ge

引用次数: 3

Research and implementation of a scalable secure active network node 一种可扩展的安全主动网络节点的研究与实现

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1176720

Jianguo Wang, Zeng-zhi Li, Ya-nan Kou

{"title":"Research and implementation of a scalable secure active network node","authors":"Jianguo Wang, Zeng-zhi Li, Ya-nan Kou","doi":"10.1109/ICMLC.2002.1176720","DOIUrl":"https://doi.org/10.1109/ICMLC.2002.1176720","url":null,"abstract":"Active networks are packet-switched networks. It allows users to inject customized programs into the intermediate node of the network. The important difference of active network from traditional network is that active network consists of a series of active network nodes that are able to execute active codes and compute them. So, an active network node is the key of the architecture of active networks. This paper presents a scalable and secure active network node that provides the required flexibility of active network technology for dynamic services customized by users deployment and application-specific data processing and forwarding. In this paper, the composing components and services request interface and active application API are introduced, which make the active network node scalable, and the functions of the composing components can be dynamically extended. By describing the process procedure of capsules, we discuss the communication among these composing components. We develop a high performance active network node with a new mechanism to load an active code. We make the active network node secure by using a digital signature and secure execution engine that can authenticate the identities of principals and authorize to control resources accessing.","PeriodicalId":90702,"journal":{"name":"Proceedings. International Conference on Machine Learning and Cybernetics","volume":"45 1","pages":"111-115 vol.1"},"PeriodicalIF":0.0,"publicationDate":"2002-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81331993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

The approach of extracting features from the local environment for mobile robot 移动机器人局部环境特征提取方法

Proceedings. International Conference on Machine Learning and Cybernetics Pub Date : 2002-11-04 DOI: 10.1109/ICMLC.2002.1174408

Wei Hong, Yan-tao Tian, Zai-li Dong

引用次数: 3