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Gamma-aminobutyric acid A receptors in Alzheimer's disease: highly localized remodeling of a complex and diverse signaling pathway 被引量:4
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作者 Andrea Kwakowsky Beatriz Calvo-Flores Guzman +2 位作者 Karan Govindpani Henry J. Waldvogel Richard L. Faull 《Neural Regeneration Research》 SCIE CAS CSCD 2018年第8期1362-1363,共2页
Alzheimer's disease (AD), the predominant form of dementia, is a chronic, incurable neurodegenerative disorder presenting with symptoms includ- ing progressive memory loss and disturbed emotional state. It has been... Alzheimer's disease (AD), the predominant form of dementia, is a chronic, incurable neurodegenerative disorder presenting with symptoms includ- ing progressive memory loss and disturbed emotional state. It has been estimated that dementia affects over 47 million people worldwide (Prince et al., 2015), and with 60-80% of cases attributable to AD. 展开更多
关键词 AD highly localized remodeling of a complex and diverse signaling pathway Gamma-aminobutyric acid A receptors in Alzheimer’s disease
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The complex variable meshless local Petrov-Galerkin method of solving two-dimensional potential problems 被引量:1
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作者 杨秀丽 戴保东 张伟伟 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第10期49-55,共7页
Based on the complex variable moving least-square(CVMLS) approximation and a local symmetric weak form,the complex variable meshless local Petrov-Galerkin(CVMLPG) method of solving two-dimensional potential proble... Based on the complex variable moving least-square(CVMLS) approximation and a local symmetric weak form,the complex variable meshless local Petrov-Galerkin(CVMLPG) method of solving two-dimensional potential problems is presented in this paper.In the present formulation,the trial function of a two-dimensional problem is formed with a one-dimensional basis function.The number of unknown coefficients in the trial function of the CVMLS approximation is less than that in the trial function of the moving least-square(MLS) approximation.The essential boundary conditions are imposed by the penalty method.The main advantage of this approach over the conventional meshless local Petrov-Galerkin(MLPG) method is its computational efficiency.Several numerical examples are presented to illustrate the implementation and performance of the present CVMLPG method. 展开更多
关键词 meshless method complex variable moving least-square method complex variable meshless local Petrov-Galerkin method potential problems
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Investigations of the electron paramagnetic resonance parameters and the tetragonal local structure for (VCl_6)^(4-) coordination complex in MCl:V^(2+) (M=Na,K,Rb) systems
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作者 祁林 邝小渝 +2 位作者 柴瑞鹏 段美玲 张彩霞 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第4期1586-1593,共8页
By simulating the electron paramagnetic resonance (EPR) and optical spectra on the basis of the 120 × 120 complete energy matrix, this paper determines the local lattice structure parameters R1 and R2 for MCl... By simulating the electron paramagnetic resonance (EPR) and optical spectra on the basis of the 120 × 120 complete energy matrix, this paper determines the local lattice structure parameters R1 and R2 for MCl:V2+ (M=Na, K, Rb) systems at 77K, 195 K and RT (room temperature 295 K or 302 K), respectively. The theoretical results indicate that there exists a compressed distortion in MCl:V2+ systems. Meanwhile, it finds that the structure parameters R1, R2 and |△R|( = R1 - R2) increase with the rising temperature. Subsequently, from the analysis it concludes that the relation of EPR parameter D vs. △R is approximately linear. Finally, the effects of orbital reduction factor k on the g factors for the three systems have been discussed. 展开更多
关键词 complete energy matrix EPR parameters (VCl6)4- coordination complex local structure
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A realistic model for complex networks with local interaction, self-organization and order
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作者 陈飞 陈增强 袁著祉 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第2期287-291,共5页
In this paper, a new mechanism for the emergence of scale-free distribution is proposed. It is more realistic than the existing mechanism. Based on our mechanism, a model responsible for the scale-free distribution wi... In this paper, a new mechanism for the emergence of scale-free distribution is proposed. It is more realistic than the existing mechanism. Based on our mechanism, a model responsible for the scale-free distribution with an exponent in a range of 3-to-5 is given. Moreover, this model could also reproduce the exponential distribution that is discovered in some real networks. Finally, the analytical result of the model is given and the simulation shows the validity of our result, 展开更多
关键词 local interaction SELF-ORGANIZATION order complex network
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WEIGHTED KOPPELMAN-LERAY-NORGUET FORMULAS ON A LOCAL q-CONCAVE WEDGE IN A COMPLEX MANIFOLD
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作者 邱春晖 姚宗元 《Acta Mathematica Scientia》 SCIE CSCD 2003年第4期531-543,共13页
A weighted Koppelman-Leray-Norguet formula of (r, s) differential forms on a local q-concave wedge in a complex manifold is obtained. By constructing the new weighted kernels, the authors give a new weighted Koppelman... A weighted Koppelman-Leray-Norguet formula of (r, s) differential forms on a local q-concave wedge in a complex manifold is obtained. By constructing the new weighted kernels, the authors give a new weighted Koppelman-Leray-Norguet formula without boundary integral of (r, s) differential forms, which is different from the classical one. The new weighted formula is especially suitable for the case of the local g-concave wedge with a non-smooth boundary, so one can avoid complex estimates of boundary integrals and the density of integral may be not defined on the boundary but only in the domain. Moreover, the weighted integral formulas have much freedom in applications such as in the interpolation of functions. 展开更多
关键词 complex manifold local q-concave wedge Koppelman-Leray-Norguet formula weight factor
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Complex solutions and novel complex wave localized excitations for the(2+1)-dimensional Boiti-Leon-Pempinelli system
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作者 马松华 徐根海 朱海平 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第5期191-194,共4页
With the help of the symbolic computation system Maple, the Riccati equation mapping approach and a linear variable separation approach, a new family of complex solutions for the (2+ 1)-dimensional Boiti-Leon-Pempi... With the help of the symbolic computation system Maple, the Riccati equation mapping approach and a linear variable separation approach, a new family of complex solutions for the (2+ 1)-dimensional Boiti-Leon-Pempinelli system (BLP) is derived. Based on the derived solitary wave solution, some novel complex wave localized excitations are obtained. 展开更多
关键词 Riccati mapping approach Boiti-Leon-Pempinelli system complex solutions localized excita-tions
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动态适配性:要素组合驱动的地方政府创新扩散
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作者 余茜 《求实》 北大核心 2026年第1期17-28,M0003,M0004,共14页
地方政府创新正逐步转向系统性、协同性、可持续的“集成化创新”,其创新的规范性逐渐提升,但也存在因“适配性断裂”而导致的精准扩散难题。本研究基于复杂适应系统(CAS)理论,构建了“动态适配性”分析框架,选取“领导留言板”和“1234... 地方政府创新正逐步转向系统性、协同性、可持续的“集成化创新”,其创新的规范性逐渐提升,但也存在因“适配性断裂”而导致的精准扩散难题。本研究基于复杂适应系统(CAS)理论,构建了“动态适配性”分析框架,选取“领导留言板”和“12345热线”两项具有代表性的人民建议征集制度创新进行比较,深入剖析“政策基因—行动者网络—制度环境—资源结构”这四维要素的动态组合,解答地方政府创新扩散的动态适配性如何实现这一核心问题。研究发现:中国地方政府创新的扩散是各地在“政策基因”基础上,结合自身要素进行的创造性生成。在自上而下的创新扩散路径中,中央通过设定核心框架来引导创新方向,而地方政府则通过创新要素重组等创造性实践来丰富和实现这一框架。这些名称统一但形态各异的“创新再生产”,共同推动了国家治理现代化进程。 展开更多
关键词 地方政府 创新扩散 动态适配性 要素组合 复杂适应系统 政策基因 制度环境
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局部信息下的分布式无人集群自组织编队框架
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作者 崔梓涵 刘玮 +1 位作者 谢宛真 胡棣威 《计算机应用研究》 北大核心 2026年第1期216-226,共11页
针对分布式无人集群在动态复杂环境中因通信受限导致的局部信息传递效率低下、个体响应迟缓及全局协调困难等问题,提出一种融合复杂网络理论与多智能体强化学习的双层自适应编队框架。该框架构建通信层与结构层相结合的分布式网络模型,... 针对分布式无人集群在动态复杂环境中因通信受限导致的局部信息传递效率低下、个体响应迟缓及全局协调困难等问题,提出一种融合复杂网络理论与多智能体强化学习的双层自适应编队框架。该框架构建通信层与结构层相结合的分布式网络模型,在通信层采用基于局部邻域信息的多智能体强化学习与去中心化策略优化,实现局部邻域信息下的高效信息共享与策略更新;结构层引入分布式拓扑重构机制,支持编队在受损恢复与任务拆分场景下的灵活调整与重构;同时在通信层与结构层间嵌入动态扰动处理机制,实现对节点失效、任务变化等事件的快速适应与重构。仿真实验表明,该方法在多种网络拓扑下的抗攻击恢复与编队拆分任务中均显著提升了任务成功率与收敛速度,具备较强的鲁棒性与适应性,为局部信息约束条件下无人集群的高效协同与稳定编队提供了有效途径与理论支持。 展开更多
关键词 分布式无人集群 局部邻域信息 复杂网络 多智能体强化学习 去中心化策略优化 自组织编队
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On the formation of shear bands in a metallic glass under tailored complex stress fields 被引量:2
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作者 S.H.Chen T.Li +6 位作者 W.J.Chang H.D.Yang J.C.Zhang H.H.Tang S.D.Feng F.F.Wu Y.C Wu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2020年第18期112-117,共6页
The formation of shear bands in metallic glasses(MGs)was examined by tailoring localized complex stress fields(LCSFs).The findings have shown that the LCSFs in MGs can increase the localization of strained atoms and a... The formation of shear bands in metallic glasses(MGs)was examined by tailoring localized complex stress fields(LCSFs).The findings have shown that the LCSFs in MGs can increase the localization of strained atoms and accelerate the release of accumulated deformation energy for initiating a shear band in confined and thin-layered regions.The findings not only add more knowledge to the formation mechanisms of shear bands in MGs,but also provide possible rationale for the discrepancies in the mechanical properties of different-sized MGs.As compared with the bulk samples,the higher strength and larger elastic limits in nanoscaled MGs could be attributed to the elimination of stress-concentrators,which can serve as LCSFs. 展开更多
关键词 localized complex stress field Shear band Metallic glass Molecular dynamics simulation Size effect
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Enhancing the synchronizability of networks by rewiring based on tabu search and a local greedy algorithm 被引量:2
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作者 杨翠丽 鄧榤生 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第12期490-497,共8页
By considering the eigenratio of the Laplacian matrix as the synchronizability measure, this paper presents an efficient method to enhance the synchronizability of undirected and unweighted networks via rewiring. The ... By considering the eigenratio of the Laplacian matrix as the synchronizability measure, this paper presents an efficient method to enhance the synchronizability of undirected and unweighted networks via rewiring. The rewiring method combines the use of tabu search and a local greedy algorithm so that an effective search of solutions can be achieved. As demonstrated in the simulation results, the performance of the proposed approach outperforms the existing methods for a large variety of initial networks, both in terms of speed and quality of solutions. 展开更多
关键词 SYNCHRONIZABILITY network rewiring tabu search local greedy complex networks
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基于局部拓扑信息的车联网驱动节点辨识
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作者 孔芝 杨超 王立夫 《控制工程》 北大核心 2026年第1期92-101,共10页
车联网是实现智慧交通、确保道路交通安全运行的重要手段。对关键车辆加以控制,可以实现整个车联网的完全可控。为了实现车联网的完全可控,首先建立车联网模型,将车辆抽象为节点,根据两车辆之间的距离与通信半径的关系建立可以传递信息... 车联网是实现智慧交通、确保道路交通安全运行的重要手段。对关键车辆加以控制,可以实现整个车联网的完全可控。为了实现车联网的完全可控,首先建立车联网模型,将车辆抽象为节点,根据两车辆之间的距离与通信半径的关系建立可以传递信息的边,并运用复杂网络的可控性理论分析车联网的可控性;然后,提出局部博弈匹配算法,基于局部拓扑信息辨识车联网的驱动节点;最后,以鄂尔多斯市的鄂托克西街的某一路段为例,对所提方法进行实验验证。实验结果表明,局部博弈匹配算法在不同情况下均能有效辨识驱动节点,并在运行时间和存储空间方面优于最大匹配算法。 展开更多
关键词 复杂网络 车联网 可控性 驱动节点 局部博弈匹配算法
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A new local-world evolving network model 被引量:3
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作者 覃森 戴冠中 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第2期383-390,共8页
In some real complex networks, only a few nodes can obtain the global information about the entire networks, but most of the nodes own only local connections therefore own only local information of the networks. A new... In some real complex networks, only a few nodes can obtain the global information about the entire networks, but most of the nodes own only local connections therefore own only local information of the networks. A new local-world evolving network model is proposed in this paper. In the model, not all the nodes obtain local network information, which is different from the local world network model proposed by Li and Chen (LC model). In the LC model, each node has only the local connections therefore owns only local information about the entire networks. Theoretical analysis and numerical simulation show that adjusting the ratio of the number of nodes obtaining the global information of the network to the total number of nodes can effectively control the valuing range for the power-law exponent of the new network. Therefore, if the topological structure of a complex network, especially its exponent of power-law degree distribution, needs controlling, we just add or take away a few nodes which own the global information of the network. 展开更多
关键词 complex networks local-world evolving network POWER-LAW
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Geometrical optics-based ray field tracing method for complex source beam applications 被引量:2
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作者 Min Gao Feng Yang +1 位作者 Xue-Wu Cui Rui Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第4期184-190,共7页
Due to the fact that traditional ray field tracking approaches require a large number of geometrical optical(GO) ray tubes,they are very inefficient in many practical applications.An improved ray model scheme for a ... Due to the fact that traditional ray field tracking approaches require a large number of geometrical optical(GO) ray tubes,they are very inefficient in many practical applications.An improved ray model scheme for a complex source beam(CSB) tracking technique is proposed in this paper.The source field can be expressed by a superposition of CSBs,then every CSB basis function has a Gaussian-type amplitude distribution and is suitable for replacing a GO ray tube in the ray tracing approach.The complex phase matching technique is adopted to find the reflected beam in the reflection point where local approximation is used to represent the curved surface in its neighborhood.A new solution to multiple reflections using the conventional right-handed reflected system is used to track the field easily.Numerical results show the accuracy of the proposed method. 展开更多
关键词 complex source beam complex phase matching local approximation multiple reflection
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New Approach for Measured Surface Localization Based on Umbilical Points
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作者 Xiao-Ping Xiao Ming Yin +2 位作者 Liang Heng Guo-Fu Yin Zi-Sheng Li 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第5期1203-1215,共13页
Measured surface localization (MSL) is one of the key essentials for the assessment of form error in pre- cision manufacturing. Currently, the researches on MSL have focused on the corresponding relation search betw... Measured surface localization (MSL) is one of the key essentials for the assessment of form error in pre- cision manufacturing. Currently, the researches on MSL have focused on the corresponding relation search between two surfaces, the performance improvement of localization algorithms and the uncertainty analysis of localization. However, low efficiency, limitation of localization algo- rithms and mismatch of multiple similarities of feature points with no prior are the common disadvantages for MSL. In order to match feature points quickly and fulfill MSL efficiently, this paper presents a new localization approach for measured surfaces by extracting the generic umbilics and estimating their single complex variables, describing the match methods of ambiguous relation at umbilics, presenting the initial localization process of one pair matched points, refining MSL on the basis of obtained closet points for some measured points by the improvement directed projection method. In addition, the proposed algorithm is simulated in two different types of surfaces,two different localization types and multiple similar sur- faces, also tested with the part of B-spline surface machined and bottle mould with no knowledge, finally the initial and accurate rigid body transformation matrix, localization errors between two surfaces and execution time are got. The experimental results show that the pro- posed method is feasible, more accurate in localization and high in efficiency. The proposed research can not only improve the accuracy and performance of form error assessment, but also provide an effective guideline for the integration of different types of measured surfaces. 展开更多
关键词 Measured surface localization Umbilicalpoints and complex variable Similar surface patchesInitial and accurate localization
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Modeling the Spatio-Temporal Dynamics of Local Context for a Contextualized Diffusion of Agroecological Intensification Options in Niger
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作者 Nouhou Salifou Jangorzo Maud Loireau +3 位作者 Abou-Soufianou Sadda Ousmane Sami Mari Abdoul-Aziz Saïdou Hassane Bil-Assanou Issoufou 《International Journal of Geosciences》 CAS 2024年第3期270-301,共32页
Spatio-temporal variability and dynamics in Sahelian agro-pastoral zones make each local situation a special case. These specificities must be considered to guide the dissemination of agricultural options with a view ... Spatio-temporal variability and dynamics in Sahelian agro-pastoral zones make each local situation a special case. These specificities must be considered to guide the dissemination of agricultural options with a view to sustainable development. The territorial scale of municipalities is not sufficient for this necessary contextualization;the scale of the “village terroir” seems to be a better option. This is the hypothesis we put forward in the framework of the Global Collaboration for Resilient Food Systems program (CRFS), i.e. local context is spatially defined by village terroir. The study is based on data collected through participatory mapping and surveys in “village terroirs” in three regions of Niger (Maradi, Dosso and Tillabéri). Then the links between farm managers and their cultivated land, as well as the spatio-temporal dynamics of local context are analyzed. This study provides evidence of the existence and functional usefulness of the village terroir for farmers, their land management and their activities. It demonstrates the usefulness of contextualizing agricultural options at this scale. Their analysis elucidates the links between “terroirs village” and the specific functioning of the agrosocio-ecosystems acting on each of them, thus laying the systemic and geographical foundations for a model of the spatio- temporal dynamics of “village terroirs”. This initial work has opened up new perspectives in modeling and sustainable development. 展开更多
关键词 NIGER Option by Context local Condition complex System Multiscale Conceptual Modeling
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Complex variable approach in studying modified polarization saturation model in two-dimensional semipermeable piezoelectric media 被引量:2
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作者 S. SINGH K. SHARMA R. R. BHARGAVA 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2017年第11期1517-1532,共16页
A modified polarization saturation model is proposed and addressed math- ematically using a complex variable approach in two-dimensional (2D) semipermeable piezoelectric media. In this model, an existing polarizatio... A modified polarization saturation model is proposed and addressed math- ematically using a complex variable approach in two-dimensional (2D) semipermeable piezoelectric media. In this model, an existing polarization saturation (PS) model in 2D piezoelectric media is modified by considering a linearly varying saturated normal electric displacement load in place of a constant normal electric displacement load, applied on a saturated electric zone. A centre cracked infinite 2D piezoelectric domain subject to an arbitrary poling direction and in-plane electromechanical loadings is considered for the analytical and numerical studies. Here, the problem is mathematically modeled as a non-homogeneous Riemann-Hilbert problem in terms of unknown complex potential functions representing electric displacement and stress components. Having solved the Hilbert problem, the solutions to the saturated zone length, the crack opening displace- ment (COD), the crack opening potential (COP), and the local stress intensity factors (SIFs) are obtained in explicit forms. A numerical study is also presented for the proposed modified model, showing the effects of the saturation condition on the applied electrical loading, the saturation zone length, and the COP. The results of fracture parameters obtained from the proposed model are compared with the existing PS model subject to electrical loading, crack face conditions, and polarization angles. 展开更多
关键词 complex variable fracture parameter local stress intensity factor (SIF) piezoelectric polarization saturation (PS) model
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Detection of Point Sound Source Using Beamforming Technique in Complex Environments
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作者 Navid Nassaji Masoume Shafieian 《Open Journal of Acoustics》 2018年第2期23-35,共13页
Detection and localization of acoustic events in an environment are important to protect the military and civilian installations. While there are finite paths of wave propagation in simple or low reverberant environme... Detection and localization of acoustic events in an environment are important to protect the military and civilian installations. While there are finite paths of wave propagation in simple or low reverberant environments, in complex environments (e.g. a complex urban environment) obstacles such as terrain or buildings introduce multipath propagations, reflections and diffractions which make source localization challenging. Therefore, numeric results of simulated models (simplified and Fort Benning urban models) of 3D complex environments can highly help in real applications. Some of the conventional beamformer algorithms have been used in order to localize point sound source. Analyzing results shows that MRCB beamformer has better performance than others in this issue and its accuracy superiority is more than 3 m in simplified urban model and 5 m in Fort Benning urban model with respect to the SOC. Moreover, due to possible uncertainties between the numerical model and the actual environment such as squall effect, temperature gradient etc., sensitivity of the beamformers to temperature gradient is investigated which shows higher robustness of SOC beamformer than the MRCB beamformer. According to the results, due to gradient temperature uncertainty the accuracy degradation of the SOC is about 1m while in MRCB it alters from 0.5 m to 20 m approximately at all SNRs. COMSOL Multiphysics has been used to numerically simulate the environment of wave propagation. 展开更多
关键词 Source localIZATION BEAMFORMING MRCB BEAMFORMER complex Environment Temperature GRADIENT
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Evolutionary dynamics analysis of complex network with fusion nodes and overlap edges 被引量:2
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作者 YANG Yinghui LI Jianhua +2 位作者 SHEN Di NAN Mingli CUI Qiong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第3期549-559,共11页
Multiple complex networks, each with different properties and mutually fused, have the problems that the evolving process is time varying and non-equilibrium, network structures are layered and interlacing, and evolvi... Multiple complex networks, each with different properties and mutually fused, have the problems that the evolving process is time varying and non-equilibrium, network structures are layered and interlacing, and evolving characteristics are difficult to be measured. On that account, a dynamic evolving model of complex network with fusion nodes and overlap edges(CNFNOEs) is proposed. Firstly, we define some related concepts of CNFNOEs, and analyze the conversion process of fusion relationship and hierarchy relationship. According to the property difference of various nodes and edges, fusion nodes and overlap edges are subsequently split, and then the CNFNOEs is transformed to interlacing layered complex networks(ILCN). Secondly,the node degree saturation and attraction factors are defined. On that basis, the evolution algorithm and the local world evolution model for ILCN are put forward. Moreover, four typical situations of nodes evolution are discussed, and the degree distribution law during evolution is analyzed by means of the mean field method.Numerical simulation results show that nodes unreached degree saturation follow the exponential distribution with an error of no more than 6%; nodes reached degree saturation follow the distribution of their connection capacities with an error of no more than 3%; network weaving coefficients have a positive correlation with the highest probability of new node and initial number of connected edges. The results have verified the feasibility and effectiveness of the model, which provides a new idea and method for exploring CNFNOE's evolving process and law. Also, the model has good application prospects in structure and dynamics research of transportation network, communication network, social contact network,etc. 展开更多
关键词 complex network with fusion nodes and overlap edges(CNFNOEs) interlacing layered complex networks(ILCN) local world dynamic evolvement split saturation attraction factor
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A GEOMETRIC THEORY IN INVESTIGATION ON MODE LOCALIZATION AND FREQUENCY LOCI VEERING PHENOMENA
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作者 Liu, JK Zhao, LC Fang, T 《Acta Mechanica Solida Sinica》 SCIE EI 1995年第4期349-355,共7页
According to the mapping theory in complex plane, the geometric features of eigen frequency loci of systems undergoing free vibrations are investigated. It is concluded that the phenomena of curve coalescence and veer... According to the mapping theory in complex plane, the geometric features of eigen frequency loci of systems undergoing free vibrations are investigated. It is concluded that the phenomena of curve coalescence and veering can be described in a unified manner from the singularities of mapping from the complex parameter plane onto the complex frequency plane. The formation of a branch point in the parameter Space is the foundation of explaining localization and veering phenomena. By the use of condensation to reduce the dimension of a system, the scope of application of the geometric theory is widely expanded. The theory is applied to examples to verify the validity of the proposed approach. The present work is an improvement and extension of recent work by M. S. Traintafyllou et al.. 展开更多
关键词 complex plane mapping mode localization frequency loci veering CONDENSATION
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基于高贴合旋转框的复杂环境玉米株心定位方法 被引量:1
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作者 徐艳蕾 郭丽丽 +2 位作者 黄东岩 周阳 李陈孝 《农业机械学报》 北大核心 2025年第4期129-138,共10页
为解决玉米株心定位困难及定位精度低的问题,针对复杂自然环境玉米叶冠数据,本文开发了一种基于高贴合旋转框的玉米株心定位方法,并提出了一种能有效减少边缘精度损失的标注策略。该定位方法首先通过使用高精度标注策略和构建具有自适... 为解决玉米株心定位困难及定位精度低的问题,针对复杂自然环境玉米叶冠数据,本文开发了一种基于高贴合旋转框的玉米株心定位方法,并提出了一种能有效减少边缘精度损失的标注策略。该定位方法首先通过使用高精度标注策略和构建具有自适性的轻量化渐进特征金字塔网络LC-AFPN,得到LCA-YOLO v7OBB玉米叶冠目标检测算法,然后利用色彩空间滤波算法分割叶冠区域,并使用间隙填充算法提升图像质量,最后利用图像矩原理准确计算株心坐标。实验结果表明,模型抗干扰能力强,株心定位准确度高。LCA-YOLO v7OBB模型平均检测精度可达85.19%,精确率和召回率达到91.83%和83.04%。与Rotated-FasterRCNN等12种旋转目标检测模型相比,LCA-YOLO v7OBB在准确性和召回率等综合性能方面表现最佳。模型泛化能力强,在自建黄瓜、茄子2种数据集上进行验证,其平均精度、精确率、召回率和F1值均有明显提升。本文方法能够为精准施肥、农机视觉导航等提供理论基础和技术支持。 展开更多
关键词 玉米株心定位 旋转目标检测 复杂环境 叶冠检测 特征提取 泛化能力
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