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A Multi-agent Transgenetic Algorithm for the Bi-objective Spanning Tree Problem 双目标生成树问题的多智能体转基因算法
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.040
Islame F.C. Fernandes , Silvia M.D.M. Maia, Elizabeth F.G. Goldbarg, Marco C. Goldbarg

The Bi-objective Spanning Tree (BiST) is an NP-hard extension of the Minimum Spanning Tree (MST) problem. The BiST models situations in which two conflicting objectives need to be optimized simultaneously. The BiST has been studied in the literature and several heuristic algorithms were proposed for it, most of them evolutionary techniques. The transgenetic algorithms are among these evolutionary techniques which were successfully applied to the BiST. However, a priori defined parameters can limit the search mechanisms used within the algorithm. In this study, we propose a new transgenetic algorithm for the BiST in which the decision about the search mechanisms used along its execution is automatically made. An analysis of the results of computational experiments carried on 165 benchmark instances showed that the algorithm proposed in this study produces good approximation sets concerning two different quality indicators.

双目标生成树(BiST)是最小生成树(MST)问题的NP-hard扩展。BiST模拟了两个相互冲突的目标需要同时优化的情况。文献中对BiST进行了研究,并提出了几种启发式算法,其中大多数是进化技术。转基因算法是这些成功应用于生物技术的进化技术之一。然而,先验定义的参数可能会限制算法中使用的搜索机制。在这项研究中,我们提出了一种新的转基因算法,该算法在执行过程中自动决定使用的搜索机制。对165个基准实例的计算实验结果分析表明,本文提出的算法对两种不同的质量指标产生了良好的近似集。
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引用次数: 3
Recognizing Graph Search Trees 图搜索树识别
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.010
Jesse Beisegel , Carolin Denkert , Ekkehard Köhler , Matjaž Krnc , Nevena Pivač , Robert Scheffler , Martin Strehler

Graph searches and the corresponding search trees can exhibit important structural properties and are used in various graph algorithms. The problem of deciding whether a given spanning tree of a graph is a search tree of a particular search on this graph was introduced by Hagerup and Nowak in 1985, and independently by Korach and Ostfeld in 1989 where the authors showed that this problem is efficiently solvable for DFS trees. A linear time algorithm for BFS trees was obtained by Manber in 1990. In this paper we prove that the search tree problem is also in P for LDFS, in contrast to LBFS, MCS, and MNS, where we show NP-completeness. We complement our results by providing linear time algorithms for these searches on split graphs.

图搜索和相应的搜索树可以表现出重要的结构特性,并用于各种图算法。Hagerup和Nowak在1985年提出了确定图的给定生成树是否是该图上特定搜索的搜索树的问题,Korach和Ostfeld在1989年独立提出了这个问题,作者证明了这个问题对于DFS树是有效可解的。Manber于1990年提出了BFS树的线性时间算法。在本文中,我们证明了LDFS的搜索树问题也是在P中,与LBFS、MCS和MNS相比,我们证明了np完备性。我们通过为这些分割图上的搜索提供线性时间算法来补充我们的结果。
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引用次数: 5
Approximations for Restrictions of The Budgeted and Generalized Maximum Coverage Problems 预算最大覆盖问题和广义最大覆盖问题的约束近似
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.058
Breno Piva

In this paper we present approximation preserving reductions from the Budgeted and Generalized Maximum Coverage Problems to the Knapsack Problem with Conflict Graphs. The reductions are used to yield Polynomial Time Approximation Schemes for special classes of instances of these problems. Using these approximation schemes, the existence of pseudo-polynomial algorithms are proven and, in more particular cases, these algorithms are shown to have polynomial time complexity. Moreover, the characteristics of the instances that admit these algorithms are analyzed.

本文给出了预算最大覆盖问题和广义最大覆盖问题对带冲突图的背包问题的近似保留缩减。这些约简用于这些问题的特殊类别实例的多项式时间近似格式。使用这些近似格式,证明了伪多项式算法的存在性,并且在更特殊的情况下,这些算法被证明具有多项式时间复杂度。此外,还分析了采用这些算法的实例的特点。
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引用次数: 3
FPT Algorithms to Enumerate and Count Acyclic and Totally Cyclic Orientations 列举和计数非循环和全循环定向的FPT算法
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.057
Farley Soares Oliveira, Hidefumi Hiraishi, Hiroshi Imai

In this paper, we deal with counting and enumerating problems for two types of graph orientations: acyclic and totally cyclic orientations. Counting is known to be #P-hard for both of them. To circumvent this issue, we propose Fixed Parameter Tractable (FPT) algorithms. For the enumeration task, we construct a Binary Decision Diagram (BDD) to represent all orientations of the two kinds, instead of explicitly enumerating them. We prove that the running time of this construction is bounded by O*(2pw2/4+o(pw2)) with respect to the pathwidth pw. We then develop faster FPT algorithms to count acyclic and totally acyclic orientations, running in O*(2bw2/2+o(bw2)) time, where bw denotes the branch-width of the given graph. These counting algorithms are obtained by applying the observations in our enumerating algorithm to branch decomposition.

本文讨论了两类图的取向:无环取向和全循环取向的计数和枚举问题。众所周知,计数对他们两人来说都很困难。为了避免这个问题,我们提出了固定参数可处理(FPT)算法。对于枚举任务,我们构造了一个二进制决策图(BDD)来表示两种类型的所有方向,而不是显式枚举它们。我们证明了这种结构的运行时间以O*(2pw2/4+ O (pw2))关于路径宽度pw为界。然后,我们开发了更快的FPT算法来计算无环和完全无环方向,运行时间为O*(2bw2/2+ O (bw2)),其中bw表示给定图的分支宽度。这些计数算法是通过将枚举算法中的观察结果应用于分支分解而得到的。
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引用次数: 1
Two Problems on Interval Counting 关于区间计数的两个问题
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.055
Lívia Salgado Medeiros, Fabiano de Souza Oliveira , Jayme Luiz Szwarcfiter

Let F be a family of intervals on the real line. An interval graph is the intersection graph of F. An interval order is a partial order (F,) such that for all I1,I2F, I1I2 if and only if I1 lies entirely at the left of I2. Such a family F is called a model of the graph (order). The interval count of a given graph (resp. order) is the smallest number of interval lengths needed in any model of this graph (resp. order). The first problem we consider is related to the classes of graphs and orders which can be represented with two interval lengths, regarding to the inclusion hierarchy among such classes. The second problem is an extremal problem which consists of determining the smallest graph or order which has interval count at least k. In particular, we study a conjecture by Fishburn on this extremal problem, verifying its validity when such a conjecture is constrained to the classes of trivially perfect orders and split orders.

设F是实直线上的一系列区间。区间图是F的相交图。区间阶是偏阶(F, ),使得对于所有I1,I2∈F, I1 I2当且仅当I1完全位于I2的左侧。这样的族F称为图(阶)的一个模型。给定图的间隔计数。(Order)是这个图的任何模型中所需的最小的区间长度。顺序)。我们考虑的第一个问题是关于可以用两个区间长度表示的图和阶的类,以及这些类之间的包含层次。第二个问题是一个极值问题,该极值问题包括确定区间计数至少为k的最小图或阶。特别地,我们研究了Fishburn关于这个极值问题的一个猜想,并验证了该猜想在平凡完美阶和分裂阶这类条件下的有效性。
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引用次数: 1
Metric Dimension: from Graphs to Oriented Graphs 度量维度:从图到有向图
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.011
Julien Bensmail , Fionn Mc Inerney , Nicolas Nisse

The metric dimension MD(G) of an undirected graph G is the cardinality of a smallest set of vertices that allows, through their distances to all vertices, to distinguish any two vertices of G. Many aspects of this notion have been investigated since its introduction in the 70's, including its generalization to digraphs. In this work, we study, for particular graph families, the maximum metric dimension over all strongly-connected orientations, by exhibiting lower and upper bounds on this value. We first exhibit general bounds for graphs with bounded maximum degree. In particular, we prove that, in the case of subcubic n-node graphs, all strongly-connected orientations asymptotically have metric dimension at most n2, and that there are such orientations having metric dimension 2n5. We then consider strongly-connected orientations of grids. For a torus with n rows and m columns, we show that the maximum value of the metric dimension of a strongly-connected Eulerian orientation is asymptotically nm2 (the equality holding when n, m are even, which is best possible). For a grid with n rows and m columns, we prove that all strongly-connected orientations asymptotically have metric dimension at most 2nm3, and that there are such orientations having metric dimension nm2.

无向图G的度量维MD(G)是最小顶点集的基数,通过它们到所有顶点的距离,可以区分G的任意两个顶点。自70年代引入这个概念以来,已经研究了许多方面,包括将其推广到有向图。在这项工作中,我们通过展示该值的下界和上界,研究了特定图族在所有强连接方向上的最大度量维数。我们首先给出最大度有界图的一般界。特别地,我们证明了在次三次n节点图的情况下,所有强连接方向的度量维数渐近不超过n2,并且存在这样的方向的度量维数为2n5。然后我们考虑强连接的网格方向。对于n行m列的环面,我们证明了强连通欧拉方向的度量维的最大值是渐近的nm2(当n, m是偶数时,这个等式成立,这是最好的可能)。对于n行m列的网格,我们证明了所有强连通方向的度量维数渐近不超过2nm3,并且存在这样的强连通方向的度量维数为nm2。
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引用次数: 9
Adapting The Directed Grid Theorem into an FPT Algorithm 有向网格定理在FPT算法中的应用
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.021
Victor Campos, Raul Lopes, Ana Karolinna Maia, Ignasi Sau

Originally proved in 1986 by Robertson and Seymour, the Grid Theorem is one of the most important tools in the field of structural graph theory, finding numerous applications in the design of algorithms for undirected graphs. An analogous version of the Grid Theorem isn directed graphs was conjectured by Johnson et al. in 2001, and proved recently by Kawarabayashi and Kreutzer in 2015. Namely, they showed that there is a function f(k) such that every directed graph of directed tree-width at least f(k) contains a cylindrical grid of size k as a butterfly minor. Moreover, they claim that their proof can be turned into an XP algorithm, with parameter k, that either constructs a decomposition of the appropriate width, or finds the claimed large cylindrical grid as a butterfly minor. In this article, we adapt some of the steps of the proof of Kawarabayashi and Kreutzer and we improve the XP algorithm into an FPT algorithm.

The first step of the proof is an XP algorithm by Johnson et al. in 2001 that decides whether a directed graph D has directed tree-width at most 3k − 2 or admits a haven of order k. It is worth mentioning that a skecth of an FPT algorithm for this problem appears in Chapter 9 of the book ”Classes of Directed Graphs”, from 2018, with an approximation factor of 5k + 2. Our first contribution is to adapt the proof from Johnson et al. to find either an arboreal decomposition of width at most 3k − 2 or a haven of order k in a directed graph D in FPT time, by making use of important separators. We then follow the roadmap of the proof by Kawarabayashi and Kreutzer by locally improving the complexity at some steps, in particular concerning the problem of finding hitting sets for brambles of large order.

网格定理最初由Robertson和Seymour于1986年证明,是结构图论领域中最重要的工具之一,在无向图的算法设计中得到了许多应用。网格定理的一个类似版本是由Johnson等人在2001年推测的有向图,最近由Kawarabayashi和Kreutzer在2015年证明。也就是说,他们证明了存在一个函数f(k),使得每个有向树宽度至少为f(k)的有向图都包含一个大小为k的圆柱形网格作为蝴蝶小网格。此外,他们声称他们的证明可以转化为带有参数k的XP算法,该算法要么构建适当宽度的分解,要么将所声称的大圆柱形网格视为蝴蝶小网格。在本文中,我们采用了Kawarabayashi和Kreutzer证明的一些步骤,并将XP算法改进为FPT算法。证明的第一步是Johnson等人在2001年提出的XP算法,该算法决定有向图D是否具有最多3k−2的有向树宽度或允许k阶的haven。值得一提的是,针对该问题的FPT算法的草图出现在《有向图类》一书的第9章中,从2018年开始,近似因子为5k + 2。我们的第一个贡献是改编Johnson等人的证明,通过使用重要的分隔符,在FPT时间内找到宽度最多为3k−2的树状分解或有向图D中k阶的避风港。然后,我们遵循Kawarabayashi和Kreutzer的证明路线图,在某些步骤上局部提高了复杂度,特别是关于寻找大阶荆棘命中集的问题。
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引用次数: 7
Remarks on an Edge-coloring Problem 一个边着色问题的注释
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.045
Carlos Hoppen , Hanno Lefmann

We consider a multicolored version of a problem that was originally proposed by Erdős and Rothschild. For positive integers n and r, we look for n-vertex graphs that admit the maximum number of r-edge-colorings with no copy of a triangle where exactly two colors appear. It turns out that for 2 ≤ r ≤ 12 colors and n sufficiently large, the complete bipartite graph on n vertices with balanced bipartition (the n-vertex Turán graph for the triangle) yields the largest number of such colorings, and this graph is unique with this property.

我们考虑一个由Erdős和Rothschild最初提出的问题的多色版本。对于正整数n和r,我们寻找n顶点图,它允许最大数量的r边着色,而不复制恰好出现两种颜色的三角形。结果表明,当2≤r≤12种颜色且n足够大时,n顶点平衡双分的完全二部图(三角形的n顶点Turán图)产生的这种着色数量最多,并且该图具有该性质是唯一的。
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引用次数: 6
Families of Induced Trees and Their Intersection Graphs 诱导树族及其交图
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.024
Pablo De Caria

This paper is inspired in the well known characterization of chordal graphs as the intersection graphs of subtrees of a tree. We consider families of induced trees of any graph and we prove that their recognition is NP-Complete. A consequence of this fact is that the concept of clique tree of chordal graphs cannot be widely generalized. Finally, we consider the fact that every graph is the intersection graph of induced trees of a bipartite graph and we characterize some classes that arise when we impose restrictions on the host bipartite graph.

本文的灵感来自于众所周知的弦图的表征,即树的子树的相交图。考虑任意图的诱导树族,并证明了它们的识别是np完全的。这个事实的一个结果是弦图的团树的概念不能被广泛推广。最后,我们考虑到每个图都是二部图的诱导树的交点图,并刻画了当我们对主二部图施加限制时出现的一些类。
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引用次数: 0
Linial's Conjecture for Arc-spine Digraphs 弧脊有向图的Linial猜想
Q3 Computer Science Pub Date : 2019-08-30 DOI: 10.1016/j.entcs.2019.08.064
Lucas R. Yoshimura , Maycon Sambinelli , Cândida N. da Silva , Orlando Lee

A path partition P of a digraph D is a collection of directed paths such that every vertex belongs to precisely one path. Given a positive integer k, the k-norm of a path partition P of D is defined as PPmin{|Pi|,k}. A path partition of a minimum k-norm is called k-optimal and its k-norm is denoted by πk(D). A stable set of a digraph D is a subset of pairwise non-adjacent vertices of V(D). Given a positive integer k, we denote by αk(D) the largest set of vertices of D that can be decomposed into k disjoint stable sets of D. In 1981, Linial conjectured that πk(D) ≤ αk(D) for every digraph. We say that a digraph D is arc-spine if V(D) can be partitioned into two sets X and Y where X is traceable and Y contains at most one arc in A(D). In this paper we show the validity of Linial's Conjecture for arc-spine digraphs.

有向图D的路径划分P是有向路径的集合,使得每个顶点只属于一条路径。给定正整数k, D的路径分区P的k范数定义为∑P∈Pmin (|Pi|,k)。最小k-范数的路径划分称为k-最优,其k-范数用πk(D)表示。有向图D的稳定集是V(D)的成对非相邻顶点的子集。给定一个正整数k,我们用αk(D)表示可以分解成k个不相交的稳定D集的D的最大顶点集。1981年,Linial推测对于每一个有向图πk(D)≤αk(D)。如果V(D)可以划分为两个集合X和Y,其中X是可追踪的,并且Y在a (D)中最多包含一个弧,则我们说有向图D是弧脊图。本文证明了Linial猜想对于弧脊有向图的有效性。
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引用次数: 2
期刊
Electronic Notes in Theoretical Computer Science
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