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Quasi-Zero-Divisor Graphs of Non-Commutative Rings 被引量:1
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作者 Shouxiang ZHAO Jizhu NAN Gaohua TANG 《Journal of Mathematical Research with Applications》 CSCD 2017年第2期137-147,共11页
In this paper, a new class of rings, called FIC rings, is introduced for studying quasi-zero-divisor graphs of rings. Let R be a ring. The quasi-zero-divisor graph of R, denoted by Г*(R), is a directed graph defin... In this paper, a new class of rings, called FIC rings, is introduced for studying quasi-zero-divisor graphs of rings. Let R be a ring. The quasi-zero-divisor graph of R, denoted by Г*(R), is a directed graph defined on its nonzero quasi-zero-divisors, where there is an arc from a vertex x to another vertex y if and only if xRy = 0. We show that the following three conditions on an FIC ring R are equivalent: (1) χ(R) is finite; (2) ω(R) is finite; (3) Nil* R is finite where Nil.R equals the finite intersection of prime ideals. Furthermore, we also completely determine the connectedness, the diameter and the girth of Г* (R). 展开更多
关键词 quasi-zero-divisor zero-divisor graph chromatic number clique number FIC ring
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Zero-divisor Graphs for Direct Products of Rings
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作者 李云慧 唐高华 《Chinese Quarterly Journal of Mathematics》 CSCD 2011年第4期621-627,共7页
In [1], Joe Warfel investigated the diameter of a zero-divisor graph for a direct product R 1 × R 2 with respect to the diameter of the zero-divisor graph of R 1 and R 2 . But the author only considered those gra... In [1], Joe Warfel investigated the diameter of a zero-divisor graph for a direct product R 1 × R 2 with respect to the diameter of the zero-divisor graph of R 1 and R 2 . But the author only considered those graphs whose diameters ≥ 1 and discussed six cases. This paper further discusses the other nine cases and also gives a complete characterization for the possible diameters for left Artin rings. 展开更多
关键词 zero-divisor graph DIAMETER Artin ring local ring
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Ideal-based Zero-divisor Graphs of Non-commutative Rings
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作者 LI Yun-hui TANG Gao-hua 《Chinese Quarterly Journal of Mathematics》 CSCD 2011年第1期125-130,共6页
This paper introduces an ideal-boyed zero-divisor graph of non-commutative rings,denoted ΓI(R).ΓI(R) is a directed graph.The properties and possible structures of the graph is studied.
关键词 non-commutative ring ideal-based zero-divisor graph diameter
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The Zero-divisor Graphs of Abelian Regular Rings
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作者 卢丹诚 佟文廷 《Northeastern Mathematical Journal》 CSCD 2004年第3期339-348,共10页
We introduce the zero-divisor graph for an abelian regular ring and show that if R,S are abelian regular, then (K0(R),[R])≌(K0(S),[S]) if and only if they have isomorphic reduced zero-divisor graphs. It is shown that... We introduce the zero-divisor graph for an abelian regular ring and show that if R,S are abelian regular, then (K0(R),[R])≌(K0(S),[S]) if and only if they have isomorphic reduced zero-divisor graphs. It is shown that the maximal right quotient ring of a potent semiprimitive normal ring is abelian regular, moreover, the zero-divisor graph of such a ring is studied. 展开更多
关键词 zero-divisor graph abelian regular ring Grothendieck group
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On the Cozero-Divisor Graphs of Commutative Rings
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作者 Mojgan Afkham Kazem Khashyarmanesh 《Applied Mathematics》 2013年第7期979-985,共7页
Let R be a commutative ring with non-zero identity. The cozero-divisor graph of R, denoted by , is a graph with vertices in , which is the set of all non-zero and non-unit elements of R, and two distinct vertices a an... Let R be a commutative ring with non-zero identity. The cozero-divisor graph of R, denoted by , is a graph with vertices in , which is the set of all non-zero and non-unit elements of R, and two distinct vertices a and b in are adjacent if and only if and . In this paper, we investigate some combinatorial properties of the cozero-divisor graphs and such as connectivity, diameter, girth, clique numbers and planarity. We also study the cozero-divisor graphs of the direct products of two arbitrary commutative rings. 展开更多
关键词 CLIQUE Number Connectivity Cozero-divisor graph Diameter Direct Product GIRTH RINGS of POLYNOMIALS RINGS of Power Series.
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Analysis of Distance-Based Topological Polynomials Associated with Zero-Divisor Graphs
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作者 Ali Ahmad Roslan Hasni +1 位作者 Nahid Akhter Kashif Elahi 《Computers, Materials & Continua》 SCIE EI 2022年第2期2895-2904,共10页
Chemical compounds are modeled as graphs.The atoms of molecules represent the graph vertices while chemical bonds between the atoms express the edges.The topological indices representing the molecular graph correspond... Chemical compounds are modeled as graphs.The atoms of molecules represent the graph vertices while chemical bonds between the atoms express the edges.The topological indices representing the molecular graph corresponds to the different chemical properties of compounds.Let a,b be are two positive integers,andΓ(Z_(a)×Z_(b))be the zero-divisor graph of the commutative ring Z_(a)×Z_(b).In this article some direct questions have been answered that can be utilized latterly in different applications.This study starts with simple computations,leading to a quite complex ring theoretic problems to prove certain properties.The theory of finite commutative rings is useful due to its different applications in the fields of advanced mechanics,communication theory,cryptography,combinatorics,algorithms analysis,and engineering.In this paper we determine the distance-based topological polynomials and indices of the zero-divisor graph of the commutative ring Z_(p^(2))×Z_(q)(for p,q as prime numbers)with the help of graphical structure analysis.The study outcomes help in understanding the fundamental relation between ring-theoretic and graph-theoretic properties of a zero-divisor graphΓ(G). 展开更多
关键词 Zero divisor graph Wiener index Hosoya polynomial (modified)Schulz index (modified)Schulz polynomial
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HGS-ATD:A Hybrid Graph Convolutional Network-GraphSAGE Model for Anomaly Traffic Detection
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作者 Zhian Cui Hailong Li Xieyang Shen 《Journal of Harbin Institute of Technology(New Series)》 2026年第1期33-50,共18页
With network attack technology continuing to develop,traditional anomaly traffic detection methods that rely on feature engineering are increasingly insufficient in efficiency and accuracy.Graph Neural Network(GNN),a ... With network attack technology continuing to develop,traditional anomaly traffic detection methods that rely on feature engineering are increasingly insufficient in efficiency and accuracy.Graph Neural Network(GNN),a promising Deep Learning(DL)approach,has proven to be highly effective in identifying intricate patterns in graph⁃structured data and has already found wide applications in the field of network security.In this paper,we propose a hybrid Graph Convolutional Network(GCN)⁃GraphSAGE model for Anomaly Traffic Detection,namely HGS⁃ATD,which aims to improve the accuracy of anomaly traffic detection by leveraging edge feature learning to better capture the relationships between network entities.We validate the HGS⁃ATD model on four publicly available datasets,including NF⁃UNSW⁃NB15⁃v2.The experimental results show that the enhanced hybrid model is 5.71%to 10.25%higher than the baseline model in terms of accuracy,and the F1⁃score is 5.53%to 11.63%higher than the baseline model,proving that the model can effectively distinguish normal traffic from attack traffic and accurately classify various types of attacks. 展开更多
关键词 anomaly traffic detection graph neural network deep learning graph convolutional network
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基于改进GraphSAGE的网络攻击检测
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作者 闫彦彤 于文涛 +1 位作者 李丽红 方伟 《郑州大学学报(理学版)》 北大核心 2026年第1期27-34,共8页
基于深度学习的网络攻击检测是对欧几里得数据进行建模,无法学习攻击数据中的结构特征。为此,提出一种基于改进图采样与聚合(graph sample and aggregate,GraphSAGE)的网络攻击检测算法。首先,将攻击数据从平面结构转换为图结构数据。其... 基于深度学习的网络攻击检测是对欧几里得数据进行建模,无法学习攻击数据中的结构特征。为此,提出一种基于改进图采样与聚合(graph sample and aggregate,GraphSAGE)的网络攻击检测算法。首先,将攻击数据从平面结构转换为图结构数据。其次,对GraphSAGE算法进行了改进,包括在消息传递阶段融合节点和边的特征,同时在消息聚合过程中考虑不同源节点对目标节点的影响程度,并在边嵌入生成时引入残差学习机制。在两个公开网络攻击数据集上的实验结果表明,在二分类情况下,所提算法的总体性能优于E-GraphSAGE、LSTM、RNN、CNN算法;在多分类情况下,所提算法在大多数攻击类型上的F1值高于对比算法。 展开更多
关键词 网络攻击检测 深度学习 图神经网络 图采样与聚合 注意力机制
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Predicting the synthesizability of inorganic crystals by bridging crystal graphs and phonon dynamics
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作者 Mei Ma Wei Ma +2 位作者 Le Gao Zong-Guo Wang Hao Liu 《Chinese Physics B》 2026年第1期35-44,共10页
Accurately predicting the synthesizability of inorganic crystal materials serves as a pivotal tool for the efficient screening of viable candidates,substantially reducing the costs associated with extensive experiment... Accurately predicting the synthesizability of inorganic crystal materials serves as a pivotal tool for the efficient screening of viable candidates,substantially reducing the costs associated with extensive experimental trial-and-error processes.However,existing methods,limited by static structural descriptors such as chemical composition and lattice parameters,fail to account for atomic vibrations,which may introduce spurious correlations and undermine predictive reliability.Here,we propose a deep learning model termed integrating graph and dynamical stability(IGDS)for predicting the synthesizability of inorganic crystals.IGDS employs graph representation learning to construct crystal graphs that precisely capture the static structures of crystals and integrates phonon spectral features extracted from pre-trained machine learning interatomic potentials to represent their dynamic properties.Our model exhibits outstanding performance in predicting the synthesizability of low-energy unsynthesizable crystals across 41 material systems,achieving precision and recall values of 0.916/0.863 for ternary compounds.By capturing both static structural descriptors and dynamic features,IGDS provides a physics-informed method for predicting the synthesizability of inorganic crystals.This approach bridges the gap between theoretical design concepts and their practical implementation,thereby streamlining the development cycle of new materials and enhancing overall research efficiency. 展开更多
关键词 crystal synthesizability prediction deep learning graph learning AI for science
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A_(α)-Spectral Conditions for(a,b,k)-Factor-Critical Graphs and Fractional ID-[a,b]-Factor-Critical Covered Graphs
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作者 Yonglei CHEN Fei WEN 《Journal of Mathematical Research with Applications》 2026年第1期1-12,共12页
In this paper,we first give a sufficient condition for a graph being fractional ID-[a,b]-factor-critical covered in terms of its independence number and minimum degree,which partially answers the problem posed by Sizh... In this paper,we first give a sufficient condition for a graph being fractional ID-[a,b]-factor-critical covered in terms of its independence number and minimum degree,which partially answers the problem posed by Sizhong Zhou,Hongxia Liu and Yang Xu(2022).Then,an A_(α)-spectral condition is given to ensure that G is a fractional ID-[a,b]-factor-critical covered graph and an(a,b,k)-factor-critical graph,respectively.In fact,(a,b,k)-factor-critical graph is a graph which has an[a,b]-factor for k=0.Thus,these above results extend the results of Jia Wei and Shenggui Zhang(2023)and Ao Fan,Ruifang Liu and Guoyan Ao(2023)in some sense. 展开更多
关键词 A_(α)-spectral radius (a b k)-factor fractional(g f)-factor ID-factor-critical graph independence number
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基于CNN-GraphSAGE双分支特征融合的齿轮箱故障诊断方法 被引量:1
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作者 韩延 吴迪 +1 位作者 黄庆卿 张焱 《电子测量与仪器学报》 北大核心 2025年第3期115-124,共10页
针对卷积神经网络(CNN)在振动数据结构信息上挖掘不足导致故障诊断精度不高的问题,提出一种基于卷积神经网络与图采样和聚合网络(CNN-GraphSAGE)双分支特征融合的齿轮箱故障诊断方法。首先,对齿轮箱振动数据进行小波包分解,利用分解后... 针对卷积神经网络(CNN)在振动数据结构信息上挖掘不足导致故障诊断精度不高的问题,提出一种基于卷积神经网络与图采样和聚合网络(CNN-GraphSAGE)双分支特征融合的齿轮箱故障诊断方法。首先,对齿轮箱振动数据进行小波包分解,利用分解后的小波包特征系数构建包含节点和边的图结构数据;然后,建立CNN-GraphSAGE双分支特征提取网络,在CNN分支中采用空洞卷积网络提取数据的全局特征,在GraphSAGE网络分支中通过多层特征融合策略来挖掘数据结构中隐含的关联信息;最后,基于SKNet注意力机制融合提取的双分支特征,并输入全连接层中实现对齿轮箱的故障诊断。为验证研究方法在齿轮箱故障诊断上的优良性能,首先对所提方法进行消融实验,然后在无添加噪声和添加1 dB噪声的条件下进行对比实验。实验结果表明,即使在1 dB噪声的条件下,研究方法的平均诊断精度为92.07%,均高于其他对比模型,证明了研究方法能够有效地识别齿轮箱的各类故障。 展开更多
关键词 图卷积神经网络 卷积神经网络 故障诊断 注意力机制
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Spectral Conditions for Forbidden Subgraphs in Bipartite Graphs
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作者 REN Yuan ZHANG Jing ZHANG Zhiyuan 《数学进展》 北大核心 2025年第3期433-448,共16页
A graph G is H-free,if it contains no H as a subgraph.A graph G is said to be H-minor free,if it does not contain H as a minor.In 2010,Nikiforov asked that what the maximum spectral radius of an H-free graph of order ... A graph G is H-free,if it contains no H as a subgraph.A graph G is said to be H-minor free,if it does not contain H as a minor.In 2010,Nikiforov asked that what the maximum spectral radius of an H-free graph of order n is.In this paper,we consider some Brualdi-Solheid-Turan type problems on bipartite graphs.In 2015,Zhai,Lin and Gong in[Linear Algebra Appl.,2015,471:21-27]proved that if G is a bipartite graph with order n≥2k+2 and ρ(G)≥ρ(K_(k,n-k)),then G contains a C_(2k+2) unless G≌K_(k,n-k).First,we give a new and more simple proof for the above theorem.Second,we prove that if G is a bipartite graph with order n≥2k+2 and ρ(G)≥ρ(K_(k,n-k)),then G contains all T_(2k+3) unless G≌K_(k,n-k).Finally,we prove that among all outerplanar bipartite graphs on n≥308026 vertices,K_(1,n-1) attains the maximum spectral radius. 展开更多
关键词 CYCLE TREE outerplanar graph bipartite graph spectral radius
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The Ordering of Unicyclic Graphs with Minimal Matching Energies
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作者 DONG Bo LI Huan WANG Ligong 《数学进展》 北大核心 2025年第5期951-972,共22页
The concept of matching energy was proposed by Gutman and Wagner firstly in 2012. Let G be a simple graph of order n and λ1, λ2, . . . , λn be the zeros of its matching polynomial. The matching energy of a graph G ... The concept of matching energy was proposed by Gutman and Wagner firstly in 2012. Let G be a simple graph of order n and λ1, λ2, . . . , λn be the zeros of its matching polynomial. The matching energy of a graph G is defined as ME(G) = Pni=1 |λi|. By the famous Coulson’s formula, matching energies can also be calculated by an improper integral depending on a parameter. A k-claw attaching graph Gu(k) refers to the graph obtained by attaching k pendent edges to the graph G at the vertex u, where u is called the root of Gu(k). In this paper, we use some theories of mathematical analysis to obtain a new technique to compare the matching energies of two k-claw attaching graphs Gu(k) and Hv(k) with the same order, that is, limk→∞[ME(Gu(k)) − ME(Hv(k))] = ME(G − u) − ME(H − v). By the technique, we finally determine unicyclic graphs of order n with the 9th to 13th minimal matching energies for all n ≥ 58. 展开更多
关键词 matching energy unicyclic graph quasi-order relation k-claw attaching graph
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On Nilpotent Finite Alternative Rings with Planar Zero-Divisor Graphs
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作者 A.S. Kuzmina 《Algebra Colloquium》 SCIE CSCD 2016年第4期657-661,共5页
In this paper we prove that any finite nilpotent alternative ring with planar zero-divisor graph is associative.
关键词 zero-divisor graph alternative ring finite ring nilpotent ring planar graph
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Undirected Zero-Divisor Graphs and Unique Product Monoid Rings
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作者 Ebrahim Hashemi Abdollah Alhevaz LABokut 《Algebra Colloquium》 SCIE CSCD 2019年第4期665-676,共12页
Let R be an associative ring with identity and Z^*(K)be its set of non-zero zero-divisors.The undirected zero-divisor graph of R、denoted byΓ(R),is the graph whose vert ices are the non-zero zero-divisors of R、and w... Let R be an associative ring with identity and Z^*(K)be its set of non-zero zero-divisors.The undirected zero-divisor graph of R、denoted byΓ(R),is the graph whose vert ices are the non-zero zero-divisors of R、and where two distinct verticesγand s are adjacent if and only ifγs=0 or sγ=0.The dist ance bet ween vertices a and b is the length of the shortest path connecting them,and the diameter of the graph,diam(Γ(R)),is the superimum of these distances.In this paper,first we prove some results aboutΓ(R)of a semi-commutative ring R.Then,for a reversible ring R and a unique product monoid M、we prove 0≦diam(Γ(R))<diam(Γ(R[M]))≦3.We describe all the possibilities for the pair diam(Γ(R))and diam(Γ(R[M])),strictly in terms of the properties of a ring R,where K is a reversible ring and M is a unique product monoid.Moreover,an example showing the necessity of our assumptions is provided. 展开更多
关键词 zero-divisor graph DIAMETER semi-commutative ring unique product monoid monoid ring
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The Crossing Number of Two Classes of Join Graphs
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作者 LU Shengxiang WANG Shu WANG Jing 《数学进展》 北大核心 2025年第5期983-991,共9页
Determining the crossing number of a given graph is NP-complete. The cycle of length m is denoted by Cm = v1v2…vmv1. G^((1))_(m) (m ≥ 5) is the graph obtained from Cm by adding two edges v1v3 and vlvl+2 (3 ≤ l ≤ m... Determining the crossing number of a given graph is NP-complete. The cycle of length m is denoted by Cm = v1v2…vmv1. G^((1))_(m) (m ≥ 5) is the graph obtained from Cm by adding two edges v1v3 and vlvl+2 (3 ≤ l ≤ m−2), G^((2))m (m ≥ 4) is the graph obtained from Cm by adding two edges v1v3 and v2v4. The famous Zarankiewicz’s conjecture on the crossing number of the complete bipartite graph Km,n states that cr(Km,n)=Z(m,n)=[m/2][m-1/2][n/2[n-1/2].Based on Zarankiewicz’s conjecture, a natural problem is to study the change in the crossingnumber of the graphs obtained from the complete bipartite graph by adding certain edge sets.If Zarankiewicz’s conjecture is true, this paper proves that cr(G^((1))_(m)+Kn)=Z(m,n)+2[n/2] and cr(G^((2))_(m)+Kn)=Z(m,n)+n. 展开更多
关键词 crossing number DRAWING join graph
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On 3-degeneracy of Kite-free Planar Graphs
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作者 WU Qingqin ZHENG Lina WANG Weifan 《数学进展》 北大核心 2025年第3期449-463,共15页
A graph G is called d-degenerate if every subgraph of G has a vertex of degree at most d.It was known that planar graphs are 5-degenerate and every planar graph without k-cycles for some prescribed k∈{3,5,6}is 3-dege... A graph G is called d-degenerate if every subgraph of G has a vertex of degree at most d.It was known that planar graphs are 5-degenerate and every planar graph without k-cycles for some prescribed k∈{3,5,6}is 3-degenerate.In this paper,we show that if G is a planar graph without kites and 9-or 10-cycles,then G is 3-degenerate,hence 4-choosable and list vertex 2-arborable. 展开更多
关键词 planar graph DEGENERACY KITE CHOOSABILITY list vertex arboricity
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基于改进的E-GraphSAGE和CNN的入侵检测方法 被引量:1
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作者 刘联海 张煜华 黎汇业 《计算机技术与发展》 2025年第9期93-101,共9页
针对现有的网络入侵检测方法存在检测精度不佳、泛化能力弱等问题,该文提出了一种基于改进的E-GraphSAGE和CNN的网络入侵检测方法。首先将流量特征构建成图结构,随后在E-GraphSAGE的基础上引入图注意力网络,依据邻居节点和边的注意力权... 针对现有的网络入侵检测方法存在检测精度不佳、泛化能力弱等问题,该文提出了一种基于改进的E-GraphSAGE和CNN的网络入侵检测方法。首先将流量特征构建成图结构,随后在E-GraphSAGE的基础上引入图注意力网络,依据邻居节点和边的注意力权重来进行节点聚合,生成更具区分性的节点嵌入。然后借助深度图信息化进行图训练,充分学习图的拓扑结构和边信息,最后将提取出的边缘嵌入特征,输入到层次化注意力残差卷积网络中进行检测分类。在公开的数据集NF-CSE-CIC-IDS2018-v2和NF-BoT-IoT-v2上的实验结果表明,该方法的准确率分别达到了99.46%和99.78%,与传统的入侵检测方法和目前已知的图神经网络方法相比,该方法具有更高的检测精度和更好的泛化能力,有效提高了网络入侵的检测性能。 展开更多
关键词 图神经网络 图注意力网络 残差网络 深度图信息化 入侵检测
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DP-4-coloring for One Class of Planar Graphs
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作者 LU Jianbo LI Xiangwen 《数学进展》 北大核心 2025年第5期941-950,共10页
DP-coloring as a generalization of list coloring was introduced recently by Dvo˘r´ak and Postle.In this paper,we show that planar graphs without 5-cycles adjacent to two triangles are DP-4-colorable,which improve... DP-coloring as a generalization of list coloring was introduced recently by Dvo˘r´ak and Postle.In this paper,we show that planar graphs without 5-cycles adjacent to two triangles are DP-4-colorable,which improves the results of[Discrete Math.,2018,341(7):1983–1986]and[Discrete Appl.Math.,2020,277:245–251]. 展开更多
关键词 DP-4-coloring planar graph discharging method
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The Minimum Spectral Radius of Graphs with Given Pendant Vertices
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作者 LI Hao LIU Chang LI Jianping 《数学进展》 北大核心 2025年第5期973-982,共10页
For a graph G,a vertex is said to be pendant if its neighborhood contains exactly one vertex.In this paper,we determine the extremal graphs among all n-vertex graphs with the minimum spectral radius andβpendant verti... For a graph G,a vertex is said to be pendant if its neighborhood contains exactly one vertex.In this paper,we determine the extremal graphs among all n-vertex graphs with the minimum spectral radius andβpendant vertices,whereβe{1,2,3,4,n-3,n-2,n-1}. 展开更多
关键词 minimum spectral radius pendant vertex extremal graph
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