On the absolute and relative oriented clique problems’ time complexity

IF 1 3区 数学 Q3 MATHEMATICS, APPLIED Discrete Applied Mathematics Pub Date : 2025-03-05 DOI:10.1016/j.dam.2025.02.039
E.M.M. Coelho , H. Coelho , L. Faria , M.P. Ferreira , S. Klein
{"title":"On the absolute and relative oriented clique problems’ time complexity","authors":"E.M.M. Coelho ,&nbsp;H. Coelho ,&nbsp;L. Faria ,&nbsp;M.P. Ferreira ,&nbsp;S. Klein","doi":"10.1016/j.dam.2025.02.039","DOIUrl":null,"url":null,"abstract":"<div><div>Given a graph <span><math><mrow><mi>G</mi><mo>=</mo><mrow><mo>(</mo><mi>V</mi><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow><mo>,</mo><mi>E</mi><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow><mo>)</mo></mrow></mrow></math></span>, the size of the largest clique <span><math><mrow><mi>ω</mi><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow></mrow></math></span> is always less than or equal to the chromatic number <span><math><mrow><mi>χ</mi><mrow><mo>(</mo><mi>G</mi><mo>)</mo></mrow></mrow></math></span> of <span><math><mi>G</mi></math></span>. The oriented coloring of an oriented graph <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> assigns colors to the vertices of <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span>, such that the arcs connecting vertices in different color classes always have the same direction and the smallest number <span><math><mrow><msub><mrow><mi>χ</mi></mrow><mrow><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow></mrow></math></span> of colors in an oriented coloring is the oriented chromatic number of <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span>. Oriented colorings have fundamental implications for homomorphisms of oriented graphs and significant applications in distributed processing and task scheduling. In 2004, Klostermeyer and MacGillivray defined the concept of an “analogue of clique” for oriented coloring in which a subgraph <span><math><mover><mrow><msub><mrow><mi>C</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub></mrow><mo>⃗</mo></mover></math></span> of <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> is an absolute oriented clique if the oriented distance between a pair of vertices of <span><math><mover><mrow><msub><mrow><mi>C</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub></mrow><mo>⃗</mo></mover></math></span> in <span><math><mover><mrow><msub><mrow><mi>C</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub></mrow><mo>⃗</mo></mover></math></span> is at most 2. The authors defined the absolute oriented clique number of <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> as the number of vertices <span><math><mrow><mrow><mo>|</mo><mi>V</mi><mrow><mo>(</mo><mover><mrow><msub><mrow><mi>C</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub></mrow><mo>⃗</mo></mover><mo>)</mo></mrow><mo>|</mo></mrow><mo>=</mo><msub><mrow><mi>χ</mi></mrow><mrow><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><msub><mrow><mi>C</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub></mrow><mo>⃗</mo></mover><mo>)</mo></mrow><mo>=</mo><msub><mrow><mi>ω</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow></mrow></math></span> in a maximum absolute oriented clique <span><math><mover><mrow><msub><mrow><mi>C</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub></mrow><mo>⃗</mo></mover></math></span> of <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> satisfying that <span><math><mrow><msub><mrow><mi>ω</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow><mo>≤</mo><msub><mrow><mi>χ</mi></mrow><mrow><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow></mrow></math></span>. Ever since, for 20 years, the time complexity status of the problem of finding this parameter remained open. Recently in 2016, Sopena et al. defined the relative oriented clique number <span><math><mrow><msub><mrow><mi>ω</mi></mrow><mrow><mi>r</mi><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow></mrow></math></span> of an oriented graph <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> as the size <span><math><mrow><mo>|</mo><msub><mrow><mi>R</mi></mrow><mrow><mi>r</mi><mi>o</mi></mrow></msub><mo>|</mo></mrow></math></span> of a maximum set of vertices <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>r</mi><mi>o</mi></mrow></msub></math></span>, such that the oriented distance between a pair of vertices of <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>r</mi><mi>o</mi></mrow></msub></math></span> in <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> is at most 2. For every oriented graph <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span>, <span><math><mrow><msub><mrow><mi>ω</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow><mo>≤</mo><msub><mrow><mi>ω</mi></mrow><mrow><mi>r</mi><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow><mo>≤</mo><msub><mrow><mi>χ</mi></mrow><mrow><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow></mrow></math></span>. In this paper we classify the Klostermeyer and MacGillivray’s decision open problem proving that given an oriented graph <span><math><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover></math></span> and a positive integer <span><math><mi>k</mi></math></span> it is <span><math><mrow><mi>N</mi><mi>P</mi></mrow></math></span>-complete to decide whether <span><math><mrow><msub><mrow><mi>ω</mi></mrow><mrow><mi>a</mi><mi>o</mi></mrow></msub><mrow><mo>(</mo><mover><mrow><mi>G</mi></mrow><mo>⃗</mo></mover><mo>)</mo></mrow><mo>≥</mo><mi>k</mi></mrow></math></span>, even if the underlying graph <span><math><mi>G</mi></math></span> is bipartite. We analyze the approximation and parameterization behaviors of the both associated optimization problems: <span>absolute oriented clique</span> and <span>relative oriented clique</span>. We prove that if <span><math><mrow><mi>P</mi><mo>≠</mo><mi>N</mi><mi>P</mi></mrow></math></span>, then the polynomial approximation ratio of both problems is greater than <span><math><msup><mrow><mi>n</mi></mrow><mrow><mn>1</mn><mo>−</mo><mi>ϵ</mi></mrow></msup></math></span> for all <span><math><mrow><mi>ϵ</mi><mo>&gt;</mo><mn>0</mn></mrow></math></span>. If the maximum degree <span><math><mi>Δ</mi></math></span> of the underlying graph <span><math><mi>G</mi></math></span> is bounded, then there is a polynomial-time <span><math><mrow><mo>⌊</mo><mrow><mfrac><mrow><mn>3</mn></mrow><mrow><mn>1</mn><mo>+</mo><mi>Δ</mi><mo>+</mo><mrow><mo>⌊</mo><mfrac><mrow><msup><mrow><mi>Δ</mi></mrow><mrow><mn>2</mn></mrow></msup></mrow><mrow><mn>2</mn></mrow></mfrac><mo>⌋</mo></mrow></mrow></mfrac></mrow><mo>⌋</mo></mrow></math></span>-approximation algorithm and an <span><math><mrow><mi>F</mi><mi>P</mi><mi>T</mi></mrow></math></span> parameterized algorithm in the parameter <span><math><mi>Δ</mi></math></span> for both <span>absolute oriented clique</span> and <span>relative oriented clique</span> is devised. We prove that <span>absolute oriented clique</span> is <span><math><mrow><mi>W</mi><mrow><mo>[</mo><mn>2</mn><mo>]</mo></mrow></mrow></math></span> and is <span><math><mrow><mi>W</mi><mrow><mo>[</mo><mn>1</mn><mo>]</mo></mrow></mrow></math></span>-hard and that <span>relative oriented clique</span> is <span><math><mrow><mi>W</mi><mrow><mo>[</mo><mn>1</mn><mo>]</mo></mrow></mrow></math></span>-complete in the parameter <span><math><mi>k</mi></math></span> of the size of the solution. We proved a general result that if the absolute oriented clique or the relative oriented clique sizes are bounded for a given class of graphs, then there is a polynomial time algorithm for the corresponding problem in this class. This result implies that both problems are polynomial in the class of oriented planar graphs.</div></div>","PeriodicalId":50573,"journal":{"name":"Discrete Applied Mathematics","volume":"369 ","pages":"Pages 53-65"},"PeriodicalIF":1.0000,"publicationDate":"2025-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Discrete Applied Mathematics","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0166218X25001106","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
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Abstract

Given a graph G=(V(G),E(G)), the size of the largest clique ω(G) is always less than or equal to the chromatic number χ(G) of G. The oriented coloring of an oriented graph G assigns colors to the vertices of G, such that the arcs connecting vertices in different color classes always have the same direction and the smallest number χo(G) of colors in an oriented coloring is the oriented chromatic number of G. Oriented colorings have fundamental implications for homomorphisms of oriented graphs and significant applications in distributed processing and task scheduling. In 2004, Klostermeyer and MacGillivray defined the concept of an “analogue of clique” for oriented coloring in which a subgraph Cao of G is an absolute oriented clique if the oriented distance between a pair of vertices of Cao in Cao is at most 2. The authors defined the absolute oriented clique number of G as the number of vertices |V(Cao)|=χo(Cao)=ωao(G) in a maximum absolute oriented clique Cao of G satisfying that ωao(G)χo(G). Ever since, for 20 years, the time complexity status of the problem of finding this parameter remained open. Recently in 2016, Sopena et al. defined the relative oriented clique number ωro(G) of an oriented graph G as the size |Rro| of a maximum set of vertices Rro, such that the oriented distance between a pair of vertices of Rro in G is at most 2. For every oriented graph G, ωao(G)ωro(G)χo(G). In this paper we classify the Klostermeyer and MacGillivray’s decision open problem proving that given an oriented graph G and a positive integer k it is NP-complete to decide whether ωao(G)k, even if the underlying graph G is bipartite. We analyze the approximation and parameterization behaviors of the both associated optimization problems: absolute oriented clique and relative oriented clique. We prove that if PNP, then the polynomial approximation ratio of both problems is greater than n1ϵ for all ϵ>0. If the maximum degree Δ of the underlying graph G is bounded, then there is a polynomial-time 31+Δ+Δ22-approximation algorithm and an FPT parameterized algorithm in the parameter Δ for both absolute oriented clique and relative oriented clique is devised. We prove that absolute oriented clique is W[2] and is W[1]-hard and that relative oriented clique is W[1]-complete in the parameter k of the size of the solution. We proved a general result that if the absolute oriented clique or the relative oriented clique sizes are bounded for a given class of graphs, then there is a polynomial time algorithm for the corresponding problem in this class. This result implies that both problems are polynomial in the class of oriented planar graphs.
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论绝对和相对导向团问题的时间复杂度
给定一个图G=(V(G),E(G)),最大团的大小ω(G)总是小于或等于G的色数χ(G)。有向图G的有向着色给G的顶点分配颜色,使得连接不同色类顶点的弧总是有相同的方向,有向着色中最小的颜色数χo(G)是G的有向着色数。有向着色对有向图的同态具有重要意义,在分布式处理和任务调度中有着重要的应用。2004年,Klostermeyer和MacGillivray定义了有向着色的“团的类比”概念,其中,如果在有向着色中,一个G - l的子图Cao - l在Cao - l中两个顶点之间的有向距离不大于2,则该子图Cao - l是一个绝对有向团。作者定义了G - l的绝对取向团数为G - l的最大绝对取向团Cao - l中满足ωao(G - l)≤χo(G - l)的顶点数|V(Cao - l)|=χo(Cao - l)=ωao(G - l)。从那时起,20年来,寻找这个参数的问题的时间复杂度一直没有定论。最近在2016年,Sopena等人将有向图G - l的相对有向团数ωro(G - l)定义为最大顶点集Rro的大小|Rro|,使得G - l中Rro的一对顶点之间的有向距离不超过2。对于每一个有向图G⃗ωao (G⃗)≤ωρ(G⃗)≤χo (G⃗)。本文对Klostermeyer和MacGillivray的决策开放问题进行了分类,证明了给定一个有向图G∈和一个正整数k,即使其下图G是二部的,决定ωao(G∈)是否≥k是np完全的。我们分析了两个相关优化问题的逼近行为和参数化行为:绝对定向团和相对定向团。我们证明了如果P≠NP,那么对于所有ϵ>;0,两个问题的多项式近似比都大于n1−ε。若底层图G的最大度Δ有界,则对绝对有向团和相对有向团都设计了一个多项式时间的近似算法(⌊31+Δ+⌊Δ22⌋)和一个参数为Δ的FPT参数化算法。在解的大小参数k上证明了绝对取向团是W[2]和W[1]-hard,相对取向团是W[1]-complete。证明了一类图的绝对有向团或相对有向团大小是有界的,则该类图的相应问题存在多项式时间算法。这一结果表明,这两个问题在有向平面图类中都是多项式。
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来源期刊
Discrete Applied Mathematics
Discrete Applied Mathematics 数学-应用数学
CiteScore
2.30
自引率
9.10%
发文量
422
审稿时长
4.5 months
期刊介绍: The aim of Discrete Applied Mathematics is to bring together research papers in different areas of algorithmic and applicable discrete mathematics as well as applications of combinatorial mathematics to informatics and various areas of science and technology. Contributions presented to the journal can be research papers, short notes, surveys, and possibly research problems. The "Communications" section will be devoted to the fastest possible publication of recent research results that are checked and recommended for publication by a member of the Editorial Board. The journal will also publish a limited number of book announcements as well as proceedings of conferences. These proceedings will be fully refereed and adhere to the normal standards of the journal. Potential authors are advised to view the journal and the open calls-for-papers of special issues before submitting their manuscripts. Only high-quality, original work that is within the scope of the journal or the targeted special issue will be considered.
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