Isnard Lopes Costa , Raul Lopes , Andrea Marino , Ana Silva
{"title":"关于计算大时间(单边)连接成分","authors":"Isnard Lopes Costa , Raul Lopes , Andrea Marino , Ana Silva","doi":"10.1016/j.jcss.2024.103548","DOIUrl":null,"url":null,"abstract":"<div><p>A temporal (directed) graph is one where edges are available only at specific times during its lifetime, <em>τ</em>. Paths in these graphs are sequences of adjacent edges whose appearing times are either strictly increasing or non-strictly increasing. Classical concepts of connected and unilateral components can be naturally extended to temporal graphs. We address fundamental questions in temporal graphs. (i) What is the complexity of deciding the existence of a component of size <em>k</em>, parameterized by <em>τ</em>, <em>k</em>, and <span><math><mi>k</mi><mo>+</mo><mi>τ</mi></math></span>? The answer depends on the component definition and whether the graph is directed or undirected. (ii) What is the minimum running time to check if a subset of vertices is pairwise reachable? A quadratic-time algorithm exists, but a faster time is unlikely unless <span>SETH</span> fails. (iii) Can we verify if a subset of vertices forms a component in polynomial time? This is <span>NP</span> -complete depending on the temporal component definition.</p></div>","PeriodicalId":50224,"journal":{"name":"Journal of Computer and System Sciences","volume":"144 ","pages":"Article 103548"},"PeriodicalIF":1.1000,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On computing large temporal (unilateral) connected components\",\"authors\":\"Isnard Lopes Costa , Raul Lopes , Andrea Marino , Ana Silva\",\"doi\":\"10.1016/j.jcss.2024.103548\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>A temporal (directed) graph is one where edges are available only at specific times during its lifetime, <em>τ</em>. Paths in these graphs are sequences of adjacent edges whose appearing times are either strictly increasing or non-strictly increasing. Classical concepts of connected and unilateral components can be naturally extended to temporal graphs. We address fundamental questions in temporal graphs. (i) What is the complexity of deciding the existence of a component of size <em>k</em>, parameterized by <em>τ</em>, <em>k</em>, and <span><math><mi>k</mi><mo>+</mo><mi>τ</mi></math></span>? The answer depends on the component definition and whether the graph is directed or undirected. (ii) What is the minimum running time to check if a subset of vertices is pairwise reachable? A quadratic-time algorithm exists, but a faster time is unlikely unless <span>SETH</span> fails. (iii) Can we verify if a subset of vertices forms a component in polynomial time? This is <span>NP</span> -complete depending on the temporal component definition.</p></div>\",\"PeriodicalId\":50224,\"journal\":{\"name\":\"Journal of Computer and System Sciences\",\"volume\":\"144 \",\"pages\":\"Article 103548\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2024-05-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Computer and System Sciences\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0022000024000436\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Computer and System Sciences","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022000024000436","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
On computing large temporal (unilateral) connected components
A temporal (directed) graph is one where edges are available only at specific times during its lifetime, τ. Paths in these graphs are sequences of adjacent edges whose appearing times are either strictly increasing or non-strictly increasing. Classical concepts of connected and unilateral components can be naturally extended to temporal graphs. We address fundamental questions in temporal graphs. (i) What is the complexity of deciding the existence of a component of size k, parameterized by τ, k, and ? The answer depends on the component definition and whether the graph is directed or undirected. (ii) What is the minimum running time to check if a subset of vertices is pairwise reachable? A quadratic-time algorithm exists, but a faster time is unlikely unless SETH fails. (iii) Can we verify if a subset of vertices forms a component in polynomial time? This is NP -complete depending on the temporal component definition.
期刊介绍:
The Journal of Computer and System Sciences publishes original research papers in computer science and related subjects in system science, with attention to the relevant mathematical theory. Applications-oriented papers may also be accepted and they are expected to contain deep analytic evaluation of the proposed solutions.
Research areas include traditional subjects such as:
• Theory of algorithms and computability
• Formal languages
• Automata theory
Contemporary subjects such as:
• Complexity theory
• Algorithmic Complexity
• Parallel & distributed computing
• Computer networks
• Neural networks
• Computational learning theory
• Database theory & practice
• Computer modeling of complex systems
• Security and Privacy.