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Optimal Synchronization of Higher-Order Dynamical Networks
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作者 Guanrong CHEN 《Artificial Intelligence Science and Engineering》 2025年第1期31-36,共6页
This article briefly reviews the topic of complex network synchronization,with its graph-theoretic criterion,showing that the homogeneous and symmetrical network structures are essential for optimal synchronization.Fu... This article briefly reviews the topic of complex network synchronization,with its graph-theoretic criterion,showing that the homogeneous and symmetrical network structures are essential for optimal synchronization.Furthermore,it briefly reviews the notion of higher-order network topologies and shows their promising potential in application to evaluating the optimality of network synchronizability. 展开更多
关键词 complex network SYNCHRONIZATION optimal synchronizability SIMPLEX higher-order topology
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Explosive information spreading in higher-order networks:Effect of social reinforcement
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作者 Yu Zhou Yingpeng Liu +4 位作者 Liang Yuan Youhao Zhuo Kesheng Xu Jiao Wu Muhua Zheng 《Chinese Physics B》 2025年第3期196-202,共7页
Information spreading has been investigated for many years,but the mechanism of why the information explosively catches on overnight is still under debate.This explosive spreading phenomenon was usually considered dri... Information spreading has been investigated for many years,but the mechanism of why the information explosively catches on overnight is still under debate.This explosive spreading phenomenon was usually considered driven separately by social reinforcement or higher-order interactions.However,due to the limitations of empirical data and theoretical analysis,how the higher-order network structure affects the explosive information spreading under the role of social reinforcement has not been fully explored.In this work,we propose an information-spreading model by considering the social reinforcement in real and synthetic higher-order networks,describable as hypergraphs.Depending on the average group size(hyperedge cardinality)and node membership(hyperdegree),we observe two different spreading behaviors:(i)The spreading progress is not sensitive to social reinforcement,resulting in the information localized in a small part of nodes;(ii)a strong social reinforcement will promote the large-scale spread of information and induce an explosive transition.Moreover,a large average group size and membership would be beneficial to the appearance of the explosive transition.Further,we display that the heterogeneity of the node membership and group size distributions benefit the information spreading.Finally,we extend the group-based approximate master equations to verify the simulation results.Our findings may help us to comprehend the rapidly information-spreading phenomenon in modern society. 展开更多
关键词 explosive information spreading social reinforcement higher-order interactions complex network
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Nonlinear Relationship and Its Evolutionary Trace between Node Degree and Average Path Length of China Aviation Network Based on Complex Network
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作者 Cheng Xiangjun Zhang Xiaoxuan Li Yangqi 《Journal of Traffic and Transportation Engineering》 2024年第1期11-22,共12页
In order to reveal the complex network characteristics and evolution principle of China aviation network,the relationship between the node degree and the average path length of China aviation network in 1988,1994,2001... In order to reveal the complex network characteristics and evolution principle of China aviation network,the relationship between the node degree and the average path length of China aviation network in 1988,1994,2001,2008 and 2015 was studied.According to the theory and method of complex network,the network system was constructed with the city where the airport was located as the network node and the airline as the edge of the network.On the basis of the statistical data,the node average path length of China aviation network in 1988,1994,2001,2008 and 2015 was calculated.Through regression analysis,it was found that the node degree had a logarithmic relationship with the average length of node path,and the two parameters of the logarithmic relationship had linear evolutionary trace.Key word:China aviation network,complex network,node degree,average length of node path,logarithmic relationship,evolutionary trace. 展开更多
关键词 China aviation network complex network node degree average length of node path logarithmic relationship evolutionary trace.
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Nonlinear Relationship and Its Evolutionary Trace between Average Degree and Average Path Length of Edge Vertices of China Aviation Network Based on Complex Network
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作者 Cheng Xiangjun Chen Xumei Guo Jianyuan 《Journal of Traffic and Transportation Engineering》 2024年第5期224-237,共14页
In order to reveal the complex network characteristics and evolution principle of China aviation network,the relationship between the average degree and the average path length of edge vertices of China aviation netwo... In order to reveal the complex network characteristics and evolution principle of China aviation network,the relationship between the average degree and the average path length of edge vertices of China aviation network in 1988,1994,2001,2008 and 2015 was studied.According to the theory and method of complex network,the network system was constructed with the city where the airport was located as the network node and the airline as the edge of the network.On the basis of the statistical data,the average degree and average path length of edge vertices of China aviation network in 1988,1994,2001,2008 and 2015 were calculated.Through regression analysis,it was found that the average degree had a logarithmic relationship with the average path length of edge vertices and the two parameters of the logarithmic relationship had linear evolutionary trace. 展开更多
关键词 China aviation network complex network average degree of edge vertices average path length of edge vertices logarithmic relationship evolutionary trace
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Effects of noise on synchronization in simplicial complexes
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作者 Linying Xiang Shuwei Yao +2 位作者 Yining Chen Ruitong Yan Ruya Xia 《Chinese Physics B》 2025年第7期240-251,共12页
This paper explores the synchronization of stochastic simplicial complexes with noise,modeled by stochastic differential equations of It?type.It establishes the relationship between synchronization and individual dyna... This paper explores the synchronization of stochastic simplicial complexes with noise,modeled by stochastic differential equations of It?type.It establishes the relationship between synchronization and individual dynamics,higher-order structures,coupling strengths,and noise.In particular,this study delves into the role of multi-body interactions,particularly focusing on the influence of higher-order simplicial structures on the overall synchronization behavior.Furthermore,the effects of noise on synchronizability in the stochastic simplicial complex are thoroughly examined.The obtained results indicate that the effects of noise on the synchronizability vary with the manner in which noise propagates.The presence of noise can regulate the synchronization pattern of the simplicial complex,transforming the unstable state into a stable state,and vice versa.These findings offer valuable insights and a theoretical foundation for improving the performance of real-world networks,such as communication networks,biological systems,and social networks,where noise is often inevitable. 展开更多
关键词 simplical complex higher-order network SYNCHRONIZATION noise stochastic differential equation
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A Novel Evidential Reasoning Rule with Causal Relationships between Evidence
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作者 Shanshan Liu Liang Chang +1 位作者 Guanyu Hu Shiyu Li 《Computers, Materials & Continua》 2025年第10期1113-1134,共22页
The evidential reasoning(ER)rule framework has been widely applied in multi-attribute decision analysis and system assessment to manage uncertainty.However,traditional ER implementations rely on two critical limitatio... The evidential reasoning(ER)rule framework has been widely applied in multi-attribute decision analysis and system assessment to manage uncertainty.However,traditional ER implementations rely on two critical limitations:1)unrealistic assumptions of complete evidence independence,and 2)a lack of mechanisms to differentiate causal relationships from spurious correlations.Existing similarity-based approaches often misinterpret interdependent evidence,leading to unreliable decision outcomes.To address these gaps,this study proposes a causality-enhanced ER rule(CER-e)framework with three key methodological innovations:1)a multidimensional causal representation of evidence to capture dependency structures;2)probabilistic quantification of causal strength using transfer entropy,a model-free information-theoretic measure;3)systematic integration of causal parameters into the ER inference process while maintaining evidential objectivity.The PC algorithm is employed during causal discovery to eliminate spurious correlations,ensuring robust causal inference.Case studies in two types of domains—telecommunications network security assessment and structural risk evaluation—validate CER-e’s effectiveness in real-world scenarios.Under simulated incomplete information conditions,the framework demonstrates superior algorithmic robustness compared to traditional ER.Comparative analyses show that CER-e significantly improves both the interpretability of causal relationships and the reliability of assessment results,establishing a novel paradigm for integrating causal inference with evidential reasoning in complex system evaluation. 展开更多
关键词 Evidential Reasoning Rule UNCERTAINTY causal strength causal relationship transfer entropy complex system evaluation
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A Landscape Pattern Characterization Method Based on the Natural Complex: A Case Study of Songhua River Basin, China
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作者 TANG Jing YU Lingxue +2 位作者 ZHANG Xing LI Ying YANG Gao 《Chinese Geographical Science》 2025年第3期492-509,共18页
The‘human-land relationship’has long been a central topic in geography,ecology,and social sciences.And dynamic monit-oring of the land use/cover change(LUCC)and landscape pattern studies of land use provide essentia... The‘human-land relationship’has long been a central topic in geography,ecology,and social sciences.And dynamic monit-oring of the land use/cover change(LUCC)and landscape pattern studies of land use provide essential theoretical support for this field.On the basis of physicogeographical regionalization and landscape ecology theory,this study proposed a method for characterizing land-scape pattern by using the minmium natural complex as the basic evaluation unit,constructing a four-level classification framework that included natural area,landscape region,landscape subregion,and landscape group.The method was tested in the Songhua River Basin,China,and the results revealed that:(1)the landscape pattern characterization in the Songhua River Basin validated the feasibility of the proposed method,and the use of the minimum natural complex as the basic measurement unit for landscape pattern characterization be-nefited research in this field.(2)The multiscale landscape pattern characterization system,which was framed around natural area,land-scape region,landscape subregion,and landscape group,accurately reflected the spatial heterogeneity of the physical geographic envir-onment and the impact of human activities on the landscape pattern in the Songhua River Basin.The nature-dominated landscape region was mainly concentrated in high-altitude mountainous and hilly areas,the human-dominated landscape region was located on plains and platforms,and the human-land interaction landscape region exhibited a landscape pattern that is closely related to natural factors such as temperature,precipitation,and soil.(3)The proposed method not only revealed the complex interactions between the physical geograph-ic environment and human activities but also provided scientific support for land use planning and ecological environment management.Future research should incorporate higher-resolution data and socioeconomic factors to further explore the dynamic changes in land-scape patterns and their impacts on the regional ecological environment. 展开更多
关键词 human-land relationship minimum natural complex basic evaluation unit landscape pattern characterization Songhua River Basin China
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Heterogeneous Fenton degradation of azodyes catalyzed by modified polyacrylonitrile fiber Fe complexes: QSPR (quantitative structure peorperty relationship) study 被引量:4
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作者 Bing Li Yongchun Dong Zhizhong Ding 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2013年第7期1469-1476,共8页
The amidoximated polyacrylonitrile (PAN) fiber Fe complexeswere prepared and used as the heterogeneous Fenton catalysts for thedegradation of28 anionicwater soluble azodyes inwater under visible irradiation. The mul... The amidoximated polyacrylonitrile (PAN) fiber Fe complexeswere prepared and used as the heterogeneous Fenton catalysts for thedegradation of28 anionicwater soluble azodyes inwater under visible irradiation. The multiple linear regression (MLR) methodwas employed todevelop the quantitative structure property relationship (QSPR) model equations for thedecoloration and mineralization of azodyes. Moreover, the predictive ability of the QSPR model equationswas assessed using Leave-one-out (LOO) and cross-validation (CV) methods. Additionally, the effect of Fe content of catalyst and the sodium chloride inwater on QSPR model equationswere also investigated. The results indicated that the heterogeneous photo-Fentondegradation of the azodyeswithdifferent structureswas conducted in the presence of the amidoximated PAN fiber Fe complex. The QSPR model equations for thedyedecoloration and mineralizationwere successfullydeveloped using MLR technique. MW/S (molecularweightdivided by the number of sulphonate groups) and N N=N (the number of azo linkage) are considered as the most importantdetermining factor for thedyedegradation and mineralization, and there is a significant negative correlation between MW/S or N N=N anddegradation percentage or total organic carbon (TOC) removal. Moreover, LOO and CV analysis suggested that the obtained QSPR model equations have the better prediction ability. The variation in Fe content of catalyst and the addition of sodium chloridedid not alter the nature of the QSPR model equations. 展开更多
关键词 AZODYE heterogeneous Fentondegradation quantitative structure property relationship polyacrylonitrile fiber Fe complex
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Exercise,cognitive function, and the brain:Advancing our understanding of complex relationships 被引量:5
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作者 Jennifer L.Etnier Yu-Kai Chang 《Journal of Sport and Health Science》 SCIE 2019年第4期299-300,共2页
In recent years,scientists have shown a growing interest in the relationship between exercise,cognitive function,and the brain.The growing body of evidence supporting positive relationships is evidenced by the first m... In recent years,scientists have shown a growing interest in the relationship between exercise,cognitive function,and the brain.The growing body of evidence supporting positive relationships is evidenced by the first mention of the beneficial effects of exercise on cognitive function appearing in the 9th edition of the American College of Sports Medicine's guidelines published in 2014.1 The strength of this evidence is further confirmed by recommendations relative to the benefits of exercise for cognitive performance and mental health being included in the 2nd edition of the Physical Activity Guidelines for Americans,a landmark policy statement released by the U.S.Department of Health and Human Services. 展开更多
关键词 complex relationshipS FIRST mention beneficial effects
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Analysis of Hamlet's Complex Character By Hamlet's Relationship with Other Major Characters 被引量:1
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作者 左欣 《宿州教育学院学报》 2002年第4期106-108,共3页
This paper is an attempt to reveal the complexity of the character of Hamlet in Shakespeare's tragedy-Hamlet and the importance of the role that his pretense of lunacy plays in the plot. The different sides of his... This paper is an attempt to reveal the complexity of the character of Hamlet in Shakespeare's tragedy-Hamlet and the importance of the role that his pretense of lunacy plays in the plot. The different sides of his personality are revealed by the analysis of some of Hamlet's behavior. The argument is also established that the hero's pretense of lunacy is a device in the plot which allows the full display of the character's complexity. 展开更多
关键词 英国 沙士比亚 《哈姆雷特》 《奥赛罗》 《李尔王》 《麦克白》
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A New Thinking of the Objects Served Relationship Management in Complex System
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作者 周启海 刘云强 +3 位作者 吴红玉 张元新 朱捷 贾可 《Journal of Donghua University(English Edition)》 EI CAS 2006年第6期71-75,共5页
Take a digital libraries' service system for example, Objects Served Relationship Management (OSRM) in complex systems is proposed firstly as a new concept, and its connotation is explained. The significances and c... Take a digital libraries' service system for example, Objects Served Relationship Management (OSRM) in complex systems is proposed firstly as a new concept, and its connotation is explained. The significances and constructions of OSRM are analyzed. Both the fundamental facts and the important natures that the things which are interested by Objects Served (OS) (e. g. publishers and readers) and the server (e. g. digital libraries are the servers of publishers and readers) will not be the same completely although there are a lot of common benefits between OS and servers, are indeed clarified. The valuable information,which should be used by OS and their server, is often hidden behind them. Thus, how to find, manage and control the relationship among OS and their servers is very necessary and important for the common benefits among all of them.(e. g. the three dimensions of OSRM in digital library system and its overall framwork are proposed. The different strategies to different cases in the digital library's multidimensional framework are analyzed.) 展开更多
关键词 Objects Served relationship Management complex systems digital libraries data mining preferred reading user classofication.
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Nonlinear Relationship and Its Evolutionary Trace between Node Degree and Nearest Neighbor Average Degree of China Aviation Network Based on Complex Network
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作者 Cheng Xiangjun Zhang Chunyue Zhang Xiaoxuan 《Journal of Traffic and Transportation Engineering》 2023年第4期159-171,共13页
In order to reveal the complex network characteristics and evolution principle of China aviation network, the relationship between the node degree and the nearest neighbor average degree and its evolution trace of Chi... In order to reveal the complex network characteristics and evolution principle of China aviation network, the relationship between the node degree and the nearest neighbor average degree and its evolution trace of China aviation network in 1988, 1994, 2001, 2008 and 2015 were studied. According to the theory and method of complex network, the network system was constructed with the city where the airport was located as the network node and the airline as the edge of the network. According to the statistical data, the node nearest neighbor average degree of China aviation network in 1988, 1994, 2001, 2008 and 2015 was calculated. Through regression analysis, it was found that the node degree had a negative exponential relationship with the nearest neighbor average degree, and the two parameters of the negative exponential relationship had linear evolution trace. 展开更多
关键词 China aviation network complex network node degree nearest neighbor average degree negative exponential relationship evolution trace.
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Geologic relationships and mineralization of peralkaline/alkaline granite-syenite of the Zargat Na’am ring complex, Southeastern Desert, Egypt
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作者 Gehad M. Saleh 《Chinese Journal Of Geochemistry》 EI CAS 2006年第2期97-111,共15页
The Zargat Na’am ring complex crops out 90 km NW of Shalatin City in the Southeastern Desert of Egypt. The ring complex forms a prominent ridge standing high above the surrounding mafic-ultramafic hills. It is cut by... The Zargat Na’am ring complex crops out 90 km NW of Shalatin City in the Southeastern Desert of Egypt. The ring complex forms a prominent ridge standing high above the surrounding mafic-ultramafic hills. It is cut by two sets of joints and faults which strike predominantly NNW-SSE and E-W, and is injected by dikes, porphyritic alkaline syenites, and felsite porphyries. It consists of alkali syenites, alkali quartz syenites, and peralkaline arfvedsonite-bearing granitic and pegmatitic dikes and sills. The complex is characterized locally by extreme enrichments in REEs, wolframite and rare, high field strength metals (HFSM), such as Zr and Nb. The highest concentrations ({1.5} wt% Zr, {0.25} wt% Nb, {0.6} wt% ∑REEs) occur in aegirine-albite aplites that formed around arfvedsonite pegmatites. Quartz-hosted melt inclusions in arfvedsonite granite and pegmatite provide unequivocal evidence that the peralkaline compositions and rare metal enrichments are primary magmatic features. Glass inclusions in quartz crystals also have high concentrations of incompatible trace elements including Nb (750×10+{-6}), Zr (2500×10+{-6}) and REEs (1450×10+{-6}). The REEs, Nb and Zr compositions of the aegirine-albite aplites plot along the same linear enrichment trends as the melt inclusions, and Y/Ho ratios mostly display unfractionated, near-chondritic values. The chemical and textural features of the aegirine-albite aplites are apparently resultant from rapid crystallization after volatile loss from a residual peralkaline granitic melt similar in composition to the melt inclusions. 展开更多
关键词 花岗岩 埃及 矿化作用 地质条件
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From Mirror Theory to Oedipus Complex:A Lacanian Interpretation of Night,Mother
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作者 LIU Mu-zi 《Journal of Literature and Art Studies》 2024年第9期759-764,共6页
Jacques Lacan reinterpreted Freud’s psychoanalytic theory based on Saussure’s linguistics,and his theories such as the Mirror stage and the Oedipus complex had a significant impact on contemporary psychoanalysis.In ... Jacques Lacan reinterpreted Freud’s psychoanalytic theory based on Saussure’s linguistics,and his theories such as the Mirror stage and the Oedipus complex had a significant impact on contemporary psychoanalysis.In the play Night,Mother,the reasons for Jessie’s tragedy are diverse,among which the excessive protection of Jessie by her mother Thelma is an important reason for Jessie’s tragedy.Starting from Lacan’s Mirror stage theory and the Oedipus complex,this paper will explore how this intimate but heavy maternal love influenced Jessie’s path to finding her true“ego”. 展开更多
关键词 Mirror stage Oedipus complex mother-daughter relationships identity construction
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P2P交易随机博弈决策与复杂网络协同演化分析
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作者 张帅 裴玮 +3 位作者 蒲天骄 马腾飞 肖浩 王晓辉 《中国电机工程学报》 北大核心 2025年第S1期31-45,共15页
用户点对点(peer-to-peer,P2P)交易的兴起为推动终端产消者可再生能源的高效消纳提供了重要途径。然而,产消者之间交易行为的强不确定性及竞合关系的复杂性,严重制约P2P交易的进一步发展。此外,现有研究对交易网络长期演化规律的忽视也... 用户点对点(peer-to-peer,P2P)交易的兴起为推动终端产消者可再生能源的高效消纳提供了重要途径。然而,产消者之间交易行为的强不确定性及竞合关系的复杂性,严重制约P2P交易的进一步发展。此外,现有研究对交易网络长期演化规律的忽视也严重制约P2P交易相关政策的科学制定。为解决上述问题,该文提出一种P2P交易随机博弈决策与复杂网络协同演化分析方法,旨在系统优化交易策略并揭示交易网络的长期演化特性。首先,针对交易行为的不确定性,将随机博弈理论应用于P2P交易中,构建以产消者经济效益最大化为目标的动态交易模型,并通过基于供需比的价格机制确定最优交易价格。其次,通过随机博弈理论将产消者的多时段交易行为建模为Markov决策过程,实现多阶段动态策略调整,有效解决传统交易模型中对产消者交易行为中不确定性的忽略。之后,基于严谨的数学理论证明P2P交易中随机博弈Nash均衡的存在性,为随机博弈的实际应用奠定理论基础。随后,构建基于最佳阈值法和复杂网络理论的P2P交易网络,通过皮尔逊系数分析产消者间的竞合关系,并结合Fast Newman算法进行社群划分,揭示交易网络的动态结构演化规律。最后,通过算例仿真验证论文方法在优化产消者交易策略、提高经济效益以及分析交易网络长期演化规律中的有效性与可行性。 展开更多
关键词 点对点交易 随机博弈 复杂网络 协同演化 皮尔逊系数 最佳阈值法 竞合关系
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绢毛蔷薇复合体研究进展
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作者 周艳 杨朔 +2 位作者 侯秋梅 张佳佳 吴洪娥 《安徽农业科学》 2025年第10期1-3,共3页
绢毛蔷薇复合体包括蔷薇属(Rosa)芹叶组(Sect.Pimpinellifoliae)四数花系(Ser.Sericeae)形态相近的部分灌木,即毛叶蔷薇(R.mairei)、绢毛蔷薇(R.sericea)和峨眉蔷薇(R.omeiensis)3种。其抗性较强,是良好的育种材料。且果实营养丰富,含... 绢毛蔷薇复合体包括蔷薇属(Rosa)芹叶组(Sect.Pimpinellifoliae)四数花系(Ser.Sericeae)形态相近的部分灌木,即毛叶蔷薇(R.mairei)、绢毛蔷薇(R.sericea)和峨眉蔷薇(R.omeiensis)3种。其抗性较强,是良好的育种材料。且果实营养丰富,含有多种药效成分,可作为新型水果和功能性产品开发利用。因此,对绢毛蔷薇复合体的分类学关系及历史演化、种质资源分布、食用及药用价值、种子特征、繁殖方式和抗逆性等研究现状进行综述,分析其存在问题,以期为该复合体的物种形成研究及蔷薇属种质资源开发利用与抗性育种等工作提供科学参考。 展开更多
关键词 绢毛蔷薇复合体 分类学关系 种质资源 开发利用 抗逆性
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城市复合区域合流制溢流量对降雨特征的响应:基于截污工程的分析
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作者 李庆 蔡然 +3 位作者 王文亮 胡建美 李小静 张功良 《环境工程学报》 北大核心 2025年第3期717-726,共10页
厘清降雨驱动下的合流制溢流(CSO)特征有助于提出科学合理的水环境管控策略,但截污工程对溢流排放的控制使降雨特征与CSO之间的常规关系被截断。为了明确截污工程中CSO与降雨特征之间的响应关系,以福州仓山区龙津阳岐水系的截污工程为例... 厘清降雨驱动下的合流制溢流(CSO)特征有助于提出科学合理的水环境管控策略,但截污工程对溢流排放的控制使降雨特征与CSO之间的常规关系被截断。为了明确截污工程中CSO与降雨特征之间的响应关系,以福州仓山区龙津阳岐水系的截污工程为例,基于现场调研以及对降雨量、进水流量和溢流量的连续监测,借助主成分分析等统计方法分析了降雨特征、进水特征、溢流特征之间的对应关系,并对比了该对应关系在3个不同汇水区域特征的截流调蓄系统之间的差异。结果表明:系统内截流井瞬时进水流量峰值滞后于降雨峰值的时间(下称“峰值滞后时间”)主要受降雨历时、场降雨量及降雨峰值程度的影响;降雨历时越长、场降雨量越大、雨型越“矮胖”的降雨事件中,峰值滞后时间越长,其中小雨时的平均峰值滞后时间约为44.0 min,中雨时的平均峰值滞后时间约为93.6 min。场降雨量越大、降雨历时越长的场降雨事件中,截流井进水总量越大、溢流量越大;同场次降雨事件中不同截流井峰值滞后时间基本一致,但由于上游汇水区域、调蓄设施规模和管网特征不同,其进水总量和溢流量相差较大。不同截流井溢流前累积进水量存在明显差异,阳岐15#、吴山7#、跃进36#截流井的单井系统累积进水量分别为491.21、90.31、14.77 m^(3),而吴山河、阳岐河3、跃进河1截流调蓄系统的系统可承受累积进水量分别为2181.40、1585.27、1189.54 m^(3),这种差异主要由调蓄池调蓄量主导。总体上,截流井进水特征与降雨特征、下垫面属性紧密相关,溢流特征由截流井排放闸门的启闭策略决定,在人工管控的影响下,当截流井排放闸门开启后,溢流量受降雨特征影响明显,且与进水量有较好的一致性。该研究结果可为城市复合区域截污工程中CSO管控提供理论支持和经验参考。 展开更多
关键词 城市复合区域 合流制溢流特征 降雨特征 截污工程 人工控制 水量响应关系 主成分分析
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Male/Female Relationships in Strange Interlude
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作者 康晓亚 夏霁 《教育教学论坛》 2012年第9期219-220,共2页
Strange Interlude has been considered the most complicated play ever written by Eugene O'Neill,not only because of it's great length,but also because of the complex in structure.The play conversal most the ent... Strange Interlude has been considered the most complicated play ever written by Eugene O'Neill,not only because of it's great length,but also because of the complex in structure.The play conversal most the entire life of a woman,right from her girlhood to old age.This paper intends to analyze diverse male/fem ale relationships that are evident in thisplay. 展开更多
关键词 male/female relationships Oedepus complex Electra complex
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Census and Analysis of Higher-Order Interactions in Real-World Hypergraphs
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作者 Xihang Meng Xuemeng Zhai +2 位作者 Gaolei Fei Sheng Wen Guangmin Hu 《Big Data Mining and Analytics》 2025年第2期383-406,共24页
Complex systems can be more accurately described by higher-order interactions among multiple units.Hypergraphs excel at depicting these interactions,surpassing the binary limitations of traditional graphs.However,retr... Complex systems can be more accurately described by higher-order interactions among multiple units.Hypergraphs excel at depicting these interactions,surpassing the binary limitations of traditional graphs.However,retrieving valuable information from hypergraphs is often challenging due to their intricate interconnections.To address this issue,we introduce a new category of structural patterns,hypermotifs,which are defined as statistically significant local structures formed by interconnected hyperedges.We propose a systematic framework for hypermotif extraction.This framework features the encoding,census,and evaluation of higher-order patterns,effectively overcoming their inherent complexity and diversity.Our experimental results demonstrate that hypermotifs can serve as higher-order fingerprints of real-world hypergraphs,helping to identify hypergraph classes based on network functions.These motifs potentially represent preferential attachments and key modules in real-world hypergraphs,arising from specific mechanisms or constraints.Our work validates the efficacy of hypermotifs in exploring hypergraphs,offering a powerful tool for revealing the design principles and underlying dynamics of interacting systems. 展开更多
关键词 complex systems higher-order interactions HYPERGRAPHS higher-order motifs hyperlink prediction
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The Cornerstone of the EU’s Strategic Autonomy
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作者 XULIO RIOS 《China Today》 2025年第6期20-22,共3页
Marking 50 years of diplomatic ties,the EU-China relationship navigates complex dynamics as the EU balances partnership and competition,amidst shifting transatlantic landscapes.
关键词 EU strategic autonomy complex dynamics transatlantic landscapes EU China relationship competition diplomatic ties partnership
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