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A POLYNOMIAL ALGORITHM FOR FINDING THEMINIMUM FEEDBACK VERTEX SET OF A3-REGULAR SIMPLE GRAPH 被引量:2
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作者 李德明 刘彦佩 《Acta Mathematica Scientia》 SCIE CSCD 1999年第4期375-381,共7页
A subset of the vertex set of a graph is a feedback vertex set of the graph if the resulting graph is a forest after removed the vertex subset from the graph. A polynomial algorithm for finding a minimum feedback vert... A subset of the vertex set of a graph is a feedback vertex set of the graph if the resulting graph is a forest after removed the vertex subset from the graph. A polynomial algorithm for finding a minimum feedback vertex set of a 3-regular simple graph is provided. 展开更多
关键词 maximum genus nonseparating independent number feedback vertex set 3-regular graph adjacency matching
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NEIGHBORHOOD UNION OF INDEPENDENT SETS AND HAMILTONICITY OF CLAW-FREE GRAPHS
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作者 XuXinping 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2005年第1期121-126,共6页
Let G be a graph,for any u∈V(G),let N(u) denote the neighborhood of u and d(u)=|N(u)| be the degree of u.For any UV(G),let N(U)=∪_~u∈U N(u), and d(U)=|N(U)|.A graph G is called claw-free if it has no induced subgra... Let G be a graph,for any u∈V(G),let N(u) denote the neighborhood of u and d(u)=|N(u)| be the degree of u.For any UV(G),let N(U)=∪_~u∈U N(u), and d(U)=|N(U)|.A graph G is called claw-free if it has no induced subgraph isomorphic to K_~1,3 .One of the fundamental results concerning cycles in claw-free graphs is due to Tian Feng,et al.: Let G be a 2-connected claw-free graph of order n,and d(u)+d(v)+d(w)≥n-2 for every independent vertex set {u,v,w} of G, then G is Hamiltonian. It is proved that,for any three positive integers s,t and w,such that if G is a (s+t+w-1)-connected claw-free graph of order n,and d(S)+d(T)+d(W)>n-(s+t+w) for every three disjoint independent vertex sets S,T,W with |S|=s,|T|=t,|W|=w,and S∪T∪W is also independent,then G is Hamiltonian.Other related results are obtained too. 展开更多
关键词 HAMILTONICITY claw-free graph independent set neighborhood union vertex insertion.
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SCORE SETS IN ORIENTED 3-PARTITE GRAPHS
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作者 S.Pirzada Merajuddin T.A.Naikoo 《Analysis in Theory and Applications》 2007年第4期363-374,共12页
Abstract. Let D (U, V, W) be an oriented 3-partite graph with | U | = p, |V| = q and |W | = r. For any vertex x in D(U,V,W), let dx^+ and dui^- be the outdegree and indegree ofx respectively. Define aui (o... Abstract. Let D (U, V, W) be an oriented 3-partite graph with | U | = p, |V| = q and |W | = r. For any vertex x in D(U,V,W), let dx^+ and dui^- be the outdegree and indegree ofx respectively. Define aui (or simply ai) = q + r + dui^+ - dui^-, bvj (or simply b j) = p + r + d^+vj - d^-vj and cwk (or simply ck) =p + q + dwk^+ -dwk^- as the scores of ui in U,vj in V and wk in W respectively. The set A of distinct scores of the vertices of D(U, V, W) is called its score set. In this paper, we prove that if a1 is a non-negative integer, ai(2 ≤ i ≤ n - 1) are even positive integers and an is any positive integer, then for n 〉 3, there exists an oriented 3-partite graph with the score set A ={a1,Σ2i=1 ai,…,Σni=1 ai}, except when A = {0, 2, 3}. Some more results for score sets in oriented 3-partite graphs are obtained. 展开更多
关键词 oriented graph oriented 3-partite graph tournament score set
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Connectedness of Invariant Sets of Graph-Directed IFS
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作者 ZHANG Yanfang 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2016年第5期445-447,共3页
In this paper, we study the connectedness of the invariant sets of a graph-directed iterated function system(IFS). For a graph-directed IFS with N states, we construct N graphs. We prove that all the invariant sets ... In this paper, we study the connectedness of the invariant sets of a graph-directed iterated function system(IFS). For a graph-directed IFS with N states, we construct N graphs. We prove that all the invariant sets are connected, if and only if all the N graphs are connected; in this case, the invariant sets are all locally connected and path connected. Our result extends the results on the connectedness of the self-similar sets. 展开更多
关键词 self-similar set graph-directed iterated function system(IFS) connectedness locally connectedness
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The Neighborhood Union of Independent Sets and Hamiltonicity of Claw- free Graphs
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作者 Xu Xinping 《江苏教育学院学报(自然科学版)》 2002年第1期19-23,共5页
关键词 数学教学 教学方法 教学模式 教育改革
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An Alternative Proof of the Largest Number of Maximal Independent Sets in Connected Graphs Having at Most Two Cycles
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作者 Min-Jen Jou Jenq-Jong Lin 《Open Journal of Discrete Mathematics》 2016年第4期227-237,共11页
G. C. Ying, Y. Y. Meng, B. E. Sagan, and V. R. Vatter [1] found the maximum number of maximal independent sets in connected graphs which contain at most two cycles. In this paper, we give an alternative proof to deter... G. C. Ying, Y. Y. Meng, B. E. Sagan, and V. R. Vatter [1] found the maximum number of maximal independent sets in connected graphs which contain at most two cycles. In this paper, we give an alternative proof to determine the largest number of maximal independent sets among all connected graphs of order n ≥ 12, which contain at most two cycles. We also characterize the extremal graph achieving this maximum value. 展开更多
关键词 Maximal Independent set Connected graph Having at Most Two Cycles
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The Number of Maximal Independent Sets in Quasi-Tree Graphs and Quasi-Forest Graphs
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作者 Jenq-Jong Lin Min-Jen Jou 《Open Journal of Discrete Mathematics》 2017年第3期134-147,共14页
A maximal independent set is an independent set that is not a proper subset of any other independent set. A connected graph (respectively, graph) G with vertex set V(G) is called a quasi-tree graph (respectively, quas... A maximal independent set is an independent set that is not a proper subset of any other independent set. A connected graph (respectively, graph) G with vertex set V(G) is called a quasi-tree graph (respectively, quasi-forest graph), if there exists a vertex x &isin;V(G) such that G &minus;x?is a tree (respectively, forest). In this paper, we survey on the large numbers of maximal independent sets among all trees, forests, quasi-trees and quasi-forests. In addition, we further look into the problem of determining the third largest number of maximal independent sets among all quasi-trees and quasi-forests. Extremal graphs achieving these values are also given. 展开更多
关键词 MAXIMAL Independent set Quasi-Tree graph Quasi-Forest graph EXTREMAL graph
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NON-WANDERING SET OF A CONTINUOUS GRAPH MAP 被引量:1
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作者 GuRongbao SunTaixiang ZhengTingting 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2003年第4期477-481,共5页
The non-wandering set Ω(f) for a graph map f is investigated. It is showed that Ω(f) is contained in the closure of the set ER(f) of eventually recurrent points of f and ω-limit set ω(Ω(f)) of Ω(f) is containe... The non-wandering set Ω(f) for a graph map f is investigated. It is showed that Ω(f) is contained in the closure of the set ER(f) of eventually recurrent points of f and ω-limit set ω(Ω(f)) of Ω(f) is contained in the closure of the set R(f) of recurrent points of f. 展开更多
关键词 graph map recurrent point eventually recurrent point ω-limit set non-wandering set
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An Algorithm for the Feedback Vertex Set Problem on a Normal Helly Circular-Arc Graph
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作者 Hirotoshi Honma Yoko Nakajima Atsushi Sasaki 《Journal of Computer and Communications》 2016年第8期23-31,共9页
The feedback vertex set (FVS) problem is to find the set of vertices of minimum cardinality whose removal renders the graph acyclic. The FVS problem has applications in several areas such as combinatorial circuit desi... The feedback vertex set (FVS) problem is to find the set of vertices of minimum cardinality whose removal renders the graph acyclic. The FVS problem has applications in several areas such as combinatorial circuit design, synchronous systems, computer systems, and very-large-scale integration (VLSI) circuits. The FVS problem is known to be NP-hard for simple graphs, but polynomi-al-time algorithms have been found for special classes of graphs. The intersection graph of a collection of arcs on a circle is called a circular-arc graph. A normal Helly circular-arc graph is a proper subclass of the set of circular-arc graphs. In this paper, we present an algorithm that takes  time to solve the FVS problem in a normal Helly circular-arc graph with n vertices and m edges. 展开更多
关键词 Design and Analysis of Algorithms Feedback Vertex set Normal Helly Circular-Arc graphs Intersection graphs
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基于L1-Graph表示的标记传播多观测样本分类算法 被引量:2
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作者 胡正平 王玲丽 《信号处理》 CSCD 北大核心 2011年第9期1325-1330,共6页
同类样本被认为是分布在同一个高维观测空间的低维流形上,针对多观测样本分类如何利用这一流形结构的问题,提出基于L1-Graph表示的标记传播多观测样本分类算法。首先基于稀疏表示的思路构造L1-Graph,进而得到样本之间的相似度矩阵,然后... 同类样本被认为是分布在同一个高维观测空间的低维流形上,针对多观测样本分类如何利用这一流形结构的问题,提出基于L1-Graph表示的标记传播多观测样本分类算法。首先基于稀疏表示的思路构造L1-Graph,进而得到样本之间的相似度矩阵,然后在半监督分类标记传播算法的基础上,限制所有的观测样本都属于同一个类别的条件下,得到一个具有特殊结构的类标矩阵,最后把寻找最优类标矩阵的计算转化为离散目标函数优化问题,进而计算出测试样本所属类别。在USPS手写体数据库、ETH-80物体识别数据库以及Cropped Yale人脸识别数据库上进行了一系列实验,实验结果表明了本文提出方法的可行性和有效性。 展开更多
关键词 稀疏表示 L1-graph 标记传播 多观测样本分类
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一种新的基于Graph cuts方法的SAR图像分割模型 被引量:1
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作者 刘光明 孟祥伟 +1 位作者 杨祥红 程焕 《海军航空工程学院学报》 2014年第5期415-418,444,共5页
Graph cuts方法是一种快速优化技术,能有效解决计算机视觉的低层次问题,如表面重构、分割、去噪等问题。其优点是迭代计算的高效性并能得到全局最优解。利用Graph cuts方法,将基于活动轮廓模型和水平集方法的SAR图像分割模型转化成一个... Graph cuts方法是一种快速优化技术,能有效解决计算机视觉的低层次问题,如表面重构、分割、去噪等问题。其优点是迭代计算的高效性并能得到全局最优解。利用Graph cuts方法,将基于活动轮廓模型和水平集方法的SAR图像分割模型转化成一个新的模型,可用最大流/最小割方法来求解。实测SAR图像的分割实验表明:提出的新模型所需运行时间大约是基于水平集的活动轮廓模型所需时间的一半,分割精度也得到了较大的提高。 展开更多
关键词 SAR图像 图像分割 水平集方法 活动轮廓模型 graph cuts方法
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基于节点影响力的图遗忘学习近似最差遗忘集构造算法
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作者 赵正彪 卢涵宇 丁红发 《计算机科学》 北大核心 2026年第3期64-77,共14页
图神经网络(Graph Neural Networks,GNNs)因其在社交网络、推荐系统等领域的广泛应用而备受关注。近年来,个人信息遗忘权、数据产权保护、数据使用权过期等原因产生的数据遗忘需求不断加剧,使得图遗忘学习、深度遗忘学习和大模型遗忘等... 图神经网络(Graph Neural Networks,GNNs)因其在社交网络、推荐系统等领域的广泛应用而备受关注。近年来,个人信息遗忘权、数据产权保护、数据使用权过期等原因产生的数据遗忘需求不断加剧,使得图遗忘学习、深度遗忘学习和大模型遗忘等遗忘学习成为人工智能领域的研究热点。然而,现有研究大多设置为随机遗忘,忽视了对数据所有者数据遗忘权的最大保障,忽视了构造更极端场景以对不同遗忘学习算法进行深度综合评估。为此,面向图遗忘学习,提出一种基于图数据节点影响力的近似最差遗忘集构造算法,以近似最优构造图遗忘学习的遗忘节点样本集合。该算法结合节点的训练损失和结构中心性对图数据训练样本的节点影响力进行排序,从中识别出最具影响力且最难遗忘的节点集,从模型效用影响和节点重要性两个方面综合优选遗忘节点集合。利用不同图神经网络模型、图数据集和多个图遗忘学习算法进行实验,所提算法能使图遗忘学习算法更有效地降低模型效用,相较于随机遗忘策略模型效用下降幅度达15%;同时,该算法显著增强了不同图遗忘学习算法在多个指标上的差异性,能够更有效地对遗忘学习算法进行多维度评估。 展开更多
关键词 图神经网络 遗忘学习 隐私保护 最差遗忘集 节点影响力
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Sensor Configuration and Test for Fault Diagnoses of Subway Braking System Based on Signed Digraph Method 被引量:4
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作者 ZUO Jianyong CHEN Zhongkai 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2014年第3期475-482,共8页
Fault diagnosis of various systems on rolling stock has drawn the attention of many researchers. However, obtaining an optimized sensor set of these systems, which is a prerequisite for fault diagnosis, remains a majo... Fault diagnosis of various systems on rolling stock has drawn the attention of many researchers. However, obtaining an optimized sensor set of these systems, which is a prerequisite for fault diagnosis, remains a major challenge. Available literature suggests that the configuration of sensors in these systems is presently dependent on the knowledge and engineering experiences of designers, which may lead to insufficient or redundant development of various sensors. In this paper, the optimization of sensor sets is addressed by using the signed digraph (SDG) method. The method is modified for use in braking systems by the introduction of an effect-function method to replace the traditional quantitative methods. Two criteria are adopted to evaluate the capability of the sensor sets, namely, observability and resolution. The sensors configuration method of braking system is proposed. It consists of generating bipartite graphs from SDG models and then solving the set cover problem using a greedy algorithm. To demonstrate the improvement, the sensor configuration of the HP2008 braking system is investigated and fault diagnosis on a test bench is performed. The test results show that SDG algorithm can improve single-fault resolution from 6 faults to 10 faults, and with additional four brake cylinder pressure (BCP) sensors it can cover up to 67 double faults which were not considered by traditional fault diagnosis system. SDG methods are suitable for reducing redundant sensors and that the sensor sets thereby obtained are capable of detecting typical faults, such as the failure of a release valve. This study investigates the formal extension of the SDG method to the sensor configuration of braking system, as well as the adaptation supported by the effect-function method. 展开更多
关键词 fault diagnosis subway braking system signed directed graph sensor set optimization.
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On Cycle Related Graphs with Constant Metric Dimension 被引量:5
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作者 Murtaza Ali Gohar Ali +1 位作者 Usman Ali M. T. Rahim 《Open Journal of Discrete Mathematics》 2012年第1期21-23,共3页
If G is a connected graph, the distance d (u,v) between two vertices u,v ∈ V(G) is the length of a shortest path between them. Let W = {w1, w2, ..., wk} be an ordered set of vertices of G and let v be a vertex of G .... If G is a connected graph, the distance d (u,v) between two vertices u,v ∈ V(G) is the length of a shortest path between them. Let W = {w1, w2, ..., wk} be an ordered set of vertices of G and let v be a vertex of G . The repre-sentation r(v|W) of v with respect to W is the k-tuple (d(v,w1), d(v,w2), …, d(v,wk)). . If distinct vertices of G have distinct representations with respect to W , then W is called a resolving set or locating set for G. A re-solving set of minimum cardinality is called a basis for G and this cardinality is the metric dimension of G , denoted by dim (G). A family ? of connected graphs is a family with constant metric dimension if dim (G) is finite and does not depend upon the choice of G in ?. In this paper, we show that dragon graph denoted by Tn,m and the graph obtained from prism denoted by 2Ck + {xkyk} have constant metric dimension. 展开更多
关键词 METRIC DIMENSION BASIS Resolving set DRAGON graph
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DECIMAL SET WITH ZERO MEASURE AND FULL HAUSDORFF DIMENSION
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作者 许宁 苏维宜 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2004年第1期106-115,共10页
LetFλ ={x∈ (0,1){2nx} ≥1/2k,n∈ z+}, z++ = {0,1,2,3,...}, k∈ N;F = U∞k=1Fλ be a decimal set in (0, 1), where {2nx} is the fractional part of a number 2nx. In this note, we prove that dirnнF = 1 and Н1(F) = 0, ... LetFλ ={x∈ (0,1){2nx} ≥1/2k,n∈ z+}, z++ = {0,1,2,3,...}, k∈ N;F = U∞k=1Fλ be a decimal set in (0, 1), where {2nx} is the fractional part of a number 2nx. In this note, we prove that dirnнF = 1 and Н1(F) = 0, where dimн is Hausdr off dimension, and Н1(F) is the Hausdorff measure of F. 展开更多
关键词 特征向量 回归图集 十进位集 零测量 全豪斯多夫维 直方图 完全度量空间
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Neighborhood Intersections and Hamiltonian property in Claw-Free Graphs
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作者 王冬冬 《Journal of Southeast University(English Edition)》 EI CAS 1997年第2期108-111,共4页
We prove the following result: Let G be a 2 connected claw free graph of order n(n≥3) and connectivity k . If for any independent set S k+1 with cardinality k+1 , there exist u,v∈S k+1 ... We prove the following result: Let G be a 2 connected claw free graph of order n(n≥3) and connectivity k . If for any independent set S k+1 with cardinality k+1 , there exist u,v∈S k+1 , such that |N(u)∩N(v)|≥(n-2k)/4 ,then G is Hamiltonian. 展开更多
关键词 CLAW free graph independent set longest cycle CONNECTIVITY
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The Total Irredundance Numbers on Graphs
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作者 WANG Chunxiang FEI Pusheng 《Wuhan University Journal of Natural Sciences》 CAS 2007年第3期417-420,共4页
This paper discusses the total irredundance relations between the graph G and its clone-contraction graph H, that is, let H be the clone-contraction graph of G and v1,v2,...,vk be all contraction vertices ofH. IfS is ... This paper discusses the total irredundance relations between the graph G and its clone-contraction graph H, that is, let H be the clone-contraction graph of G and v1,v2,...,vk be all contraction vertices ofH. IfS is a maximal total irredundant set of H such that A = S ∩ {V1,V2,…,Vk} contains as few vertices as possible, then S'= S-A is the maximal total irredundant set of G. Furthermore, we obtain the bound of the total irredundance A(G) number: irt ≤△(G)/2△(G)+1 n, which n is the order of graph G, and △(G) is maximum degree in G. 展开更多
关键词 graphS irredundance set total irredundance set totalirredundance number
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一个基于现实世界的大型Web参照数据集——UK2006 Datasets的初步研究
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作者 曾刚 李宏 《企业技术开发》 2009年第5期16-17,31,共3页
文章介绍了WEBSPAM-UK2006数据集,一个大型的基于现实世界的,人工评判过一些垃圾行为的web数据集合,详细的对数据集的构成进行了分析,对数据集采用Python进行了初步的预处理,为以后在反垃圾网页行为方面的算法和判定研究提供了非常有意... 文章介绍了WEBSPAM-UK2006数据集,一个大型的基于现实世界的,人工评判过一些垃圾行为的web数据集合,详细的对数据集的构成进行了分析,对数据集采用Python进行了初步的预处理,为以后在反垃圾网页行为方面的算法和判定研究提供了非常有意的经验和参考。 展开更多
关键词 搜索引擎作弊 Web数据集 链接分析 Web图
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Extreme Matroid Graphs
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作者 王世英 殷志祥 《Northeastern Mathematical Journal》 CSCD 2003年第1期19-25,共7页
Let G be a simple graph and T={S :S is extreme in G}. If M(V(G), T) is a matroid, then G is called an extreme matroid graph. In this paper, we study the properties of extreme matroid graph.
关键词 extreme matroid graph extreme set bicritical graph
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Total Domination number of Generalized Petersen Graphs
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作者 Jianxiang CAO Weiguo LIN Minyong SHI 《Intelligent Information Management》 2009年第1期14-17,共4页
Generalized Petersen graphs are an important class of commonly used interconnection networks and have been studied . The total domination number of generalized Petersen graphs P(m,2) is obtained in this paper.
关键词 generalized Petersen graphs TOTAL DOMINATION set TOTAL DOMINATION NUMBER REGULAR graph domi- NATION set DOMINATION NUMBER
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