{"title":"On the tractability of defensive alliance problem","authors":"Sangam Balchandar Reddy, Anjeneya Swami Kare","doi":"10.1016/j.dam.2025.09.008","DOIUrl":null,"url":null,"abstract":"<div><div>Given a graph <span><math><mrow><mi>G</mi><mo>=</mo><mrow><mo>(</mo><mi>V</mi><mo>,</mo><mi>E</mi><mo>)</mo></mrow></mrow></math></span>, a non-empty set <span><math><mrow><mi>S</mi><mo>⊆</mo><mi>V</mi></mrow></math></span> is a defensive alliance if, for every vertex <span><math><mrow><mi>v</mi><mo>∈</mo><mi>S</mi></mrow></math></span>, the majority of vertices in its closed neighbourhood belong to <span><math><mi>S</mi></math></span>; that is, <span><math><mrow><mrow><mo>|</mo><msub><mrow><mi>N</mi></mrow><mrow><mi>G</mi></mrow></msub><mrow><mo>[</mo><mi>v</mi><mo>]</mo></mrow><mo>∩</mo><mi>S</mi><mo>|</mo></mrow><mo>≥</mo><mrow><mo>|</mo><msub><mrow><mi>N</mi></mrow><mrow><mi>G</mi></mrow></msub><mrow><mo>[</mo><mi>v</mi><mo>]</mo></mrow><mo>∖</mo><mi>S</mi><mo>|</mo></mrow></mrow></math></span>. The Defensive Alliance problem (<span>Defensive Alliance</span>) asks for a defensive alliance of minimum cardinality. The decision version of the problem is known to be NP-complete even when restricted to split graphs and bipartite graphs. From a parameterized complexity perspective, the <span>Defensive Alliance</span> is known to be fixed-parameter tractable (FPT) when parameterized by the solution size, the vertex cover number, or the neighbourhood diversity of the input graph. In contrast, the problem is W[1]-hard when parameterized by the treewidth or the feedback vertex set number.</div><div>In this paper, we investigate the complexity of the <span>Defensive Alliance</span> on bounded degree graphs. We prove that the problem is <em>polynomial-time solvable</em> on graphs with maximum degree at most 5 but becomes NP-complete when the maximum degree is 6. This result rules out fixed-parameter tractability with respect to the maximum degree. Additionally, we analyse the problem from the perspective of parameterized complexity and present an FPT algorithm parameterized by twin cover number, thereby resolving an open question posed in Gaikwad and Maity (2022).</div></div>","PeriodicalId":50573,"journal":{"name":"Discrete Applied Mathematics","volume":"380 ","pages":"Pages 116-127"},"PeriodicalIF":1.0000,"publicationDate":"2025-09-17","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/S0166218X25005311","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
引用次数: 0
Abstract
Given a graph , a non-empty set is a defensive alliance if, for every vertex , the majority of vertices in its closed neighbourhood belong to ; that is, . The Defensive Alliance problem (Defensive Alliance) asks for a defensive alliance of minimum cardinality. The decision version of the problem is known to be NP-complete even when restricted to split graphs and bipartite graphs. From a parameterized complexity perspective, the Defensive Alliance is known to be fixed-parameter tractable (FPT) when parameterized by the solution size, the vertex cover number, or the neighbourhood diversity of the input graph. In contrast, the problem is W[1]-hard when parameterized by the treewidth or the feedback vertex set number.
In this paper, we investigate the complexity of the Defensive Alliance on bounded degree graphs. We prove that the problem is polynomial-time solvable on graphs with maximum degree at most 5 but becomes NP-complete when the maximum degree is 6. This result rules out fixed-parameter tractability with respect to the maximum degree. Additionally, we analyse the problem from the perspective of parameterized complexity and present an FPT algorithm parameterized by twin cover number, thereby resolving an open question posed in Gaikwad and Maity (2022).
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.
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