Lower Bounds for the Minimum Spanning Tree Cycle Intersection Problem

التفاصيل البيبلوغرافية
العنوان: Lower Bounds for the Minimum Spanning Tree Cycle Intersection Problem
المؤلفون: Dubinsky, Manuel, Chao, Kun-Mao, Massri, César, Taubin, Gabriel
سنة النشر: 2024
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Discrete Mathematics
الوصف: Minimum spanning trees are important tools in the analysis and design of networks. Many practical applications require their computation, ranging from biology and linguistics to economy and telecommunications. The set of cycles of a network has a vector space structure. Given a spanning tree, the set of non-tree edges defines cycles that determine a basis. The intersection of two such cycles is the number of edges they have in common and the intersection number -- denoted $\cap(G)$ -- is the number of non-empty pairwise intersections of the cycles of the basis. The Minimum Spanning Tree Cycle Intersection problem consists in finding a spanning tree such that the intersection number is minimum. This problem is relevant in order to integrate discrete differential forms. In this paper, we present two lower bounds of the intersection number of an arbitrary connected graph $G=(V,E)$. In the first part, we prove the following statement: $$\frac{1}{2}\left(\frac{\nu^2}{n-1} - \nu\right) \leq \cap(G),$$ where $n = |V|$ and $\nu$ is the \emph{cyclomatic number} of $G$. In the second part, based on some experimental results and a new observation, we conjecture the following improved tight lower bound: $$(n-1) \binom{q}{2} + q \ r\leq \cap(G),$$ where $2 \nu = q (n-1) + r$ is the integer division of $2 \nu$ and $n-1$. This is the first result in a general context, that is for an arbitrary connected graph.
Comment: arXiv admin note: substantial text overlap with arXiv:2301.07643
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2404.17428
رقم الأكسشن: edsarx.2404.17428
قاعدة البيانات: arXiv