TY - JOUR
T1 - Towards Detecting Structural Branching and Cyclicity in Graphs: A Polynomial-based Approach
AU - Dehmer, Matthias
AU - Chen, Zengqiang
AU - Emmert-Streib, Frank
AU - Mowshowitz, Abbe
AU - Shi, Yongtang
AU - Tripathi, Shailesh
AU - Zhang, Yusen
N1 - Publisher Copyright:
© 2018 Elsevier Inc.
Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2019/1
Y1 - 2019/1
N2 - Structural properties of graphs and networks have been investigated across scientific disciplines ranging from mathematics to structural chemistry. Structural branching, cyclicity and, more generally, connectedness are well-known examples of such properties. In particular, various graph measures for detecting structural branching and cyclicity have been investigated. These measures are of limited applicability since their interpretation relies heavily on a certain definition of structural branching. In this paper we define a related measure, taking an approach to measurement similar to that of Lovász and Pelikán (On the eigenvalues of trees, Periodica Mathematica Hungarica, Vol. 3 (1–2), 1973, 175–182). We define a complex valued polynomial which also has a unique positive root. Analytical and numerical results demonstrate that this measure can be interpreted as a structural branching and cyclicity measure for graphs. Our results generalize the work of Lovász and Pelikán since the measure we introduce is not restricted to trees.
AB - Structural properties of graphs and networks have been investigated across scientific disciplines ranging from mathematics to structural chemistry. Structural branching, cyclicity and, more generally, connectedness are well-known examples of such properties. In particular, various graph measures for detecting structural branching and cyclicity have been investigated. These measures are of limited applicability since their interpretation relies heavily on a certain definition of structural branching. In this paper we define a related measure, taking an approach to measurement similar to that of Lovász and Pelikán (On the eigenvalues of trees, Periodica Mathematica Hungarica, Vol. 3 (1–2), 1973, 175–182). We define a complex valued polynomial which also has a unique positive root. Analytical and numerical results demonstrate that this measure can be interpreted as a structural branching and cyclicity measure for graphs. Our results generalize the work of Lovász and Pelikán since the measure we introduce is not restricted to trees.
KW - Data science
KW - Graphs
KW - Networks
KW - Quantitative graph theory
KW - Structural branching
UR - http://www.scopus.com/inward/record.url?scp=85052883508&partnerID=8YFLogxK
U2 - 10.1016/j.ins.2018.08.043
DO - 10.1016/j.ins.2018.08.043
M3 - Article
VL - 471
SP - 19
EP - 28
JO - Information Science
JF - Information Science
ER -