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基于非线性牵制控制的分数阶混沌网络聚同步 被引量:2
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作者 刘景琳 冯明库 《控制理论与应用》 EI CAS CSCD 北大核心 2015年第7期942-948,共7页
针对分数阶混沌复杂网络,提出一种非线性牵制控制策略实现网络聚同步.根据网络结点的不同属性,只对群间点施加非线性控制,然后基于分数阶系统稳定性理论,给出了实现聚同步的充分条件.数值仿真验证了该聚同步方案的有效性和正确性,同时... 针对分数阶混沌复杂网络,提出一种非线性牵制控制策略实现网络聚同步.根据网络结点的不同属性,只对群间点施加非线性控制,然后基于分数阶系统稳定性理论,给出了实现聚同步的充分条件.数值仿真验证了该聚同步方案的有效性和正确性,同时深入讨论了控制增益和耦合强度等对聚同步的影响. 展开更多
关键词 聚同步 分数阶系统稳定性理论 复杂网络 牵制控制
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带有时滞的非线性耦合神经网络在基于观测值事件触发脉冲控制器作用下的输入到状态聚同步
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作者 王勇 李必文 李梦月 《湖北师范大学学报(自然科学版)》 2020年第4期17-31,共15页
研究了非线性耦合神经网络的输入到状态聚同步问题。在考虑时滞的因素的同时,使用基于观测器的事件触发脉冲控制器,通过构造适当的误差系统,将输入到状态集群同步问题转化为输入到状态集群稳定性问题。在给出的几个重要引理下,消除了时... 研究了非线性耦合神经网络的输入到状态聚同步问题。在考虑时滞的因素的同时,使用基于观测器的事件触发脉冲控制器,通过构造适当的误差系统,将输入到状态集群同步问题转化为输入到状态集群稳定性问题。在给出的几个重要引理下,消除了时滞对系统的影响,并导出了输入到状态聚同步的充分条件。在误差系统稳定的情况下,排除了控制器的Zeno行为。最后,给出了一个数值例子来说明所得到理论结果的有效性。 展开更多
关键词 耦合神经网络 输入到状态聚同步 脉冲控制 事件触发机制 聚同步
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复值耦合神经网络的渐近和有限时间聚同步
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作者 李梦月 李必文 《湖北师范大学学报(自然科学版)》 2021年第1期26-39,共14页
主要研究具有时变时滞的复值耦合神经网络的聚同步问题。基于Halanay不等式,Filippov解的框架和微分包含原理,得到了确定具有时变时滞的复值耦合神经网络渐近和有限时间聚同步的一些充分条件。另外估计了实现有限时间聚同步所需时间的... 主要研究具有时变时滞的复值耦合神经网络的聚同步问题。基于Halanay不等式,Filippov解的框架和微分包含原理,得到了确定具有时变时滞的复值耦合神经网络渐近和有限时间聚同步的一些充分条件。另外估计了实现有限时间聚同步所需时间的上确界。最后通过两个例子来说明我们结果的有效性。 展开更多
关键词 复值耦合神经网络 聚同步 Halanay不等式 Filippov解 时变时滞
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聚类算法研究综述 被引量:27
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作者 陈新泉 周灵晶 刘耀中 《集成技术》 2017年第3期41-49,共9页
聚类是数据挖掘研究领域的一种重要数据预处理方法,其目的是从无标签数据集中获得有价值数据集的内在分布结构,进而简化数据集的描述。历经几十年的研究,针对不同应用和数据特性已出现了千余种不同的聚类算法,但不同的聚类算法都有其特... 聚类是数据挖掘研究领域的一种重要数据预处理方法,其目的是从无标签数据集中获得有价值数据集的内在分布结构,进而简化数据集的描述。历经几十年的研究,针对不同应用和数据特性已出现了千余种不同的聚类算法,但不同的聚类算法都有其特定的适用范围和不足。传统的聚类算法大致可分为划分聚类方法、层次聚类方法、密度聚类方法、网格聚类方法、模型聚类方法等。通过对传统聚类方法的回顾和总结,文章重点介绍了近年来出现的同步聚类算法、信念传播聚类算法和密度峰值聚类算法,并针对以上聚类算法的应用及发展方向进行了论述。 展开更多
关键词 数据挖掘 信念传播 同步 密度峰值
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环形腔激光网络对激光斑图信号的聚类同步传输
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作者 吕翎 李成仁 +1 位作者 李钢 赵冠男 《中国科学:物理学、力学、天文学》 CSCD 北大核心 2017年第8期74-83,共10页
本文在Lugiato等人工作的基础上,发现在考虑了激光的横向效应后,环形腔激光器的激光输出不但能够呈现合作频率锁定以及准周期振荡行为,而且还会呈现新的湍流效应,并模拟展示了相应的激光斑图.进一步利用环形腔激光器构成激光网络对激光... 本文在Lugiato等人工作的基础上,发现在考虑了激光的横向效应后,环形腔激光器的激光输出不但能够呈现合作频率锁定以及准周期振荡行为,而且还会呈现新的湍流效应,并模拟展示了相应的激光斑图.进一步利用环形腔激光器构成激光网络对激光斑图信号进行了聚类同步传输.在我们设计的技术方案中,允许网络中存在不确定参数.并且,激光网络中聚类的划分、拓扑结构以及每个聚类中的节点数目不受任何限制. 展开更多
关键词 同步传输 网络 激光斑图 环形腔激光器
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大规模数据集引力同步聚类 被引量:3
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作者 乔颖 王士同 杭文龙 《控制与决策》 EI CSCD 北大核心 2017年第6期1075-1083,共9页
受Kuramoto模型启发,构造一种新的万有引力同步模型,用以解决现有同步聚类算法时间复杂度高的问题,并提出大规模数据集的引力同步聚类算法(LSCGS).首先,使用快速压缩集密度估计(RSDE)算法对大规模数据集进行压缩;然后,通过万有引力同步... 受Kuramoto模型启发,构造一种新的万有引力同步模型,用以解决现有同步聚类算法时间复杂度高的问题,并提出大规模数据集的引力同步聚类算法(LSCGS).首先,使用快速压缩集密度估计(RSDE)算法对大规模数据集进行压缩;然后,通过万有引力同步聚类算法对压缩数据集进行聚类,使用Davies-Bouldin指标自动寻优到最佳聚类数;最后,利用提出的剩余样本聚类(RSC)算法对除压缩集以外的剩余数据进行聚类,可以有效地区分孤立类以及噪声点.通过在大规模人造数据集、UCI真实数据集和图像数据上的实验,验证LSCGS算法的有效性,与传统同步聚类算法相比,聚类的运算成本得到大幅度的降低. 展开更多
关键词 大规模数据 快速压缩集密度估计 万有引力 同步
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耦合网络间的有限时聚类改进投影同步 被引量:2
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作者 曹娟 任凤丽 《系统科学与数学》 CSCD 北大核心 2021年第5期1181-1190,共10页
给出自适应控制下,两个不同拓扑的耦合网络在有限时实现聚类改进投影同步的充分条件.首先,根据聚类改进投影同步的定义以及对角矩阵排列因子(scaling factor),得出误差系统的具体形式.然后通过设计恰当的自适应控制器和李雅普诺夫函数,... 给出自适应控制下,两个不同拓扑的耦合网络在有限时实现聚类改进投影同步的充分条件.首先,根据聚类改进投影同步的定义以及对角矩阵排列因子(scaling factor),得出误差系统的具体形式.然后通过设计恰当的自适应控制器和李雅普诺夫函数,在已有的引理支撑下,得出两个不同拓扑的耦合网络之间的同步准则.结论表明该有限时聚类改进投影同步实现的停时不仅依赖于初始时刻,还依赖于所设计的自适应控制器的参数以及自适应更新法则.为了使结论更具一般性,文章对该网络仅仅加了较少的假设和限制,从而更方便应用于实际.最后,通过数值模拟,结合图中的标注验证了所给的两个具体网络的聚类改进投影同步实现的可行性. 展开更多
关键词 复杂网络 类改进投影同步 自适应控制 有限时
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Two Novel Methods to Enhance Network Synchronizability 被引量:1
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作者 DAI Kun WANG Xiao-Fan LI Xiang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第4期1064-1068,共5页
In this paper, we propose two methods to enhance the synchronizability of a class of complex networks which do not hold the positive correlation between betweenness centrality (BC) and degree of a node, and observe ... In this paper, we propose two methods to enhance the synchronizability of a class of complex networks which do not hold the positive correlation between betweenness centrality (BC) and degree of a node, and observe other topology characteristics of the network affected by the methods. Numerical simulations show that both methods can effectively enhance the synchronizability of this kind of networks. Furthermore, we show that the maximal BC of all edges is an important factor to affect the network synchronizability, although it is not the unique factor. 展开更多
关键词 SYNCHRONIZABILITY betweenness centrality clustering coefficient
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A timeslot assignment scheme for cluster-tree based wireless sensor network 被引量:1
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作者 张赫男 Feng Dongqin 《High Technology Letters》 EI CAS 2010年第4期395-400,共6页
Many efforts have been made to develop time division multiple access (TDMA) slots allocation in a multi-hop converge-cast wireless sensor network (WSN), however, most of them either use complex algorithm or concer... Many efforts have been made to develop time division multiple access (TDMA) slots allocation in a multi-hop converge-cast wireless sensor network (WSN), however, most of them either use complex algorithm or concern frames only without simultaneous transmission in a single slot. In this paper, we present a timeslot assignment scheme for cluster-tree-based TDMA WSN, co:'ering three frequently used working modes in practical applications. The shortest frame formed can guarantee real-time conununication and is also facilitated for message and slot integration, since timeslots allocated to a single node are continuous. During allocation processes, the algorithms are distributed and light-weighted. The experiment resulted from a WSN prototype system shows that our scheme can achieve a good reliability. 展开更多
关键词 cluster-tree time division multiple access (TDMA) timeslot assignment wireless sensor network (WSN)
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An adaptive blind watermarking scheme utilizing neural network for synchronization 被引量:1
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作者 吴健珍 谢剑英 杨煜普 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第2期281-286,共6页
An important problem constraining the practical implementation of robust watermarking technology is the low robustness of existing algorithms against geometrical distortions. An adaptive blind watermarking scheme util... An important problem constraining the practical implementation of robust watermarking technology is the low robustness of existing algorithms against geometrical distortions. An adaptive blind watermarking scheme utilizing neural network for synchronization is proposed in this paper,which allows to recover watermark even if the image has been subjected to generalized geometrical transforms. Through classification of image’s brightness, texture and contrast sensitivity utilizing fuzzy clustering theory and human visual system, more robust watermark is adaptively embedded in DWT domain. In order to register rotation, scaling and translation parameters, feedforward neural network is utilized to learn image geometric pattern represented by six combined low order image moments. The distortion can be inverted after determining the affine distortion applied to the image and watermark can be extracted in a standard way without original image. It only needs a trained neural network. Experimental results demonstrate its advantages over previous method in terms of computational effectiveness and parameter estimation accuracy. It can embed more robust watermark under certain visual distance, and effectively resist JPEG compression, noise and geometric attacks. 展开更多
关键词 digital watermark image moment geometric attack DWT fuzzy clustering
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Regional Clustering and Synchronization of Provincial Business Fluctuations in China 被引量:2
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作者 SONG Tao ZHENG Tingguo XIA Kai 《Chinese Geographical Science》 SCIE CSCD 2018年第4期571-583,共13页
In this article, we propose a novel, multilevel, dynamic factor model, to determine endogenously clustered regions for the investigation of regional clustering and synchronization of provincial business fluctuations i... In this article, we propose a novel, multilevel, dynamic factor model, to determine endogenously clustered regions for the investigation of regional clustering and synchronization of provincial business fluctuations in China. The parameter identification and model estimation was conducted using the Markov Chain Monte Carlo method. We then conducted an empirical study of the provincial business fluctuations in China(31 Chinese provinces are considered except Hong Kong, Macao, and Taiwan due to the data unavailability), which were sampled from January 2000 to December 2015. Our results indicated that these provinces could be clustered into four regions: leading, coincident, lagging, and overshooting. In comparison with traditional geographical divisions, this novel clustering into four regions enabled the regional business cycle synchronization to be more accurately captured. Within the four regional clusters it was possible to identify substantial heterogeneities among regional business cycle fluctuations, especially during the periods of the 2008 financial crisis and the ‘four-trillion economic stimulus plan'. 展开更多
关键词 regional division business cycle synchronization multilevel dynamic factor model variance decomposition
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Synchronization in Triangled Complex Networks
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作者 LU Xin-Biao LI Xiang WANG xiao-Fan 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第5期955-960,共6页
Using a tunable clustering coeffcient model withoutchanging the degree distribution, we investigate the effect of clustering coefficient on synchronization of networks with both unweighted and weighted couplings. For ... Using a tunable clustering coeffcient model withoutchanging the degree distribution, we investigate the effect of clustering coefficient on synchronization of networks with both unweighted and weighted couplings. For several typical categories of complex networks, the more triangles are in the networks, the worse the synchronizability of the networks is. 展开更多
关键词 SYNCHRONIZATION weighted network clustering coefficient
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Gold-loaded graphene oxide/PDPB composites for the synchronous removal of Cr(Ⅵ) and phenol 被引量:3
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作者 Jun Liu Wenzhang Fang +2 位作者 Yuhang Wang Mingyang Xing Mingyang Xing 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 北大核心 2018年第1期8-15,共8页
The construction of novel inorganic‐organic hybrid nanomaterials for synchronous photocatalyticremoval of heavy metal ions and organic pollutants has received significant attention.We successfullysynthesized gold‐lo... The construction of novel inorganic‐organic hybrid nanomaterials for synchronous photocatalyticremoval of heavy metal ions and organic pollutants has received significant attention.We successfullysynthesized gold‐loaded graphene oxide/PDPB(polymer poly(diphenylbutadiyne))composites(Au‐GO/PDPB)through a facile mechanical agitation and photoreduction method.The compositeswere characterized by XPS and TEM images,which confirmed the presence of GO and Au nanoparticleson the PDPB.The as‐prepared Au‐GO/PDPB composites displayed enhanced photocatalytic activity compared with that of pure PDPB for the synchronous photoreduction of hexavalent chromium(Cr(VI))and photo‐oxidation of phenol.We also determined the optimal loading mass of GO and Au nanoparticles on the PDPB;the Au1‐GO2/PDPB(2.0wt%GO and1.0wt%Au)composite displayed the best photocatalytic activity among all the catalysts.Our study provides a facile way to prepare inorganic‐organic composites for the synchronous photocatalytic removal of heavy metal ions and organic pollutants.?2018,Dalian Institute of Chemical Physics,Chinese Academy of Sciences.Published by Elsevier B.V.All rights reserved. 展开更多
关键词 PHOTOCATALYSIS Heavy metal ion Organic pollutant Polymer poly(diphenylbutadiyne) Synchronous removal
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Facile Synthesis of Coronene Dimers Having Unique Optical Properties
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作者 Taichi Hayakawa Hayong Song Yosuke Ishii Shinji Kawasaki 《Journal of Chemistry and Chemical Engineering》 2015年第7期442-447,共6页
The authors synthesized very pure dimer phase of coroneae by simple heat-treatment and subsequent sublimation purification. It was confirmed by laser desorption/ionization mass spectroscopy measurements that pure dime... The authors synthesized very pure dimer phase of coroneae by simple heat-treatment and subsequent sublimation purification. It was confirmed by laser desorption/ionization mass spectroscopy measurements that pure dimer phase of coronenes can be obtained by controlling the fusing and sublimation temperatures. The crystal structure of the dimer phase was analyzed by synchrotron XRD (X-ray diffraction) experiments. It was also found that very bright red light is emitted by irradiating ultra violet light (λ = 350 nm) to the dimer phase. The external and internal quantum yields were determined to be 5.56% and 6.95%, respectively. 展开更多
关键词 Graphene PAH PL LED.
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基于稳定学习的碳酸碱浓度模糊建模
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作者 王魏 柴天佑 《清华大学学报(自然科学版)》 EI CAS CSCD 北大核心 2012年第9期1210-1217,共8页
针对氧化铝生产过程中原矿浆制备工序碳酸碱浓度机理模型难以建立,无法实现在线检测的问题,通过对铝酸钠溶液温度和电导率的特性分析,提出一种基于同步聚类和稳定学习的碳酸碱浓度模糊建模方法。首先采用同步聚类算法将建模数据分类,并... 针对氧化铝生产过程中原矿浆制备工序碳酸碱浓度机理模型难以建立,无法实现在线检测的问题,通过对铝酸钠溶液温度和电导率的特性分析,提出一种基于同步聚类和稳定学习的碳酸碱浓度模糊建模方法。首先采用同步聚类算法将建模数据分类,并对聚类中心及分类进行离线修正,然后对每类数据进行模糊TS(Takagi-Sugeno)建模,并采用稳定学习算法对模型参数进行在线校正,保证辨识误差有界。将该方法应用于氧化铝生产过程碳酸碱浓度的软测量,现场实际数据预测结果表明了方法的有效性。 展开更多
关键词 铝酸钠溶液 软测量 同步 稳定学习 模糊建模
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Sub-diffraction-limit cell imaging using a super-resolution microscope with simplified pulse synchronization 被引量:2
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作者 Zhaoshuai Gao Suhui Deng +4 位作者 Jiang Li Kun Wang Jiajun Li Lihua Wang Chunhai Fan 《Science China Chemistry》 SCIE EI CAS CSCD 2017年第10期1305-1309,共5页
Stimulated emission depletion(STED) microscope is one of the most prominent super-resolution bio-imaging instruments, which holds great promise for ultrahigh-resolution imaging of cells. To construct a STED microscope... Stimulated emission depletion(STED) microscope is one of the most prominent super-resolution bio-imaging instruments, which holds great promise for ultrahigh-resolution imaging of cells. To construct a STED microscope, it is challenging to realize temporal synchronization between the excitation pulses and the depletion pulses. In this study, we present a simple and low-cost method to achieve pulse synchronization by using a condensed fluorescent dye as a depletion indicator. By using this method, almost all the confocal microscopes can be upgraded to a STED system without losing its original functions. After the pulse synchronization,our STED system achieved sub-100-nm resolution for fluorescent nanospheres and single-cell imaging. 展开更多
关键词 fluorescence microscope far field super-resolution stimulated emission depletion(STED) microscope pulse synchronization
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