Highly Irregular Graph
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In
graph theory In mathematics and computer science, graph theory is the study of ''graph (discrete mathematics), graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of ''Vertex (graph ...
, a highly irregular graph is a
graph Graph may refer to: Mathematics *Graph (discrete mathematics), a structure made of vertices and edges **Graph theory, the study of such graphs and their properties *Graph (topology), a topological space resembling a graph in the sense of discret ...
in which, for every vertex, all neighbors of that vertex have distinct degrees.


History

Irregular graphs were initially characterized by
Yousef Alavi Yousef Alavi (March 19, 1928 – May 21, 2013) was an Iranian born American mathematician who specialized in combinatorics and graph theory. He received his PhD from Michigan State University in 1958. He was a professor of mathematics at West ...
, Gary Chartrand, Fan Chung,
Paul Erdős Paul Erdős ( ; 26March 191320September 1996) was a Hungarian mathematician. He was one of the most prolific mathematicians and producers of mathematical conjectures of the 20th century. pursued and proposed problems in discrete mathematics, g ...
,
Ronald Graham Ronald Lewis Graham (October 31, 1935July 6, 2020) was an American mathematician credited by the American Mathematical Society as "one of the principal architects of the rapid development worldwide of discrete mathematics in recent years". He ...
, and Ortrud Oellermann. They were motivated to define the ‘opposite’ of a
regular graph In graph theory, a regular graph is a Graph (discrete mathematics), graph where each Vertex (graph theory), vertex has the same number of neighbors; i.e. every vertex has the same Degree (graph theory), degree or valency. A regular directed graph ...
, a concept which has been thoroughly studied and well understood.


Locality and regularity

Defining an ‘irregular graph’ was not immediately obvious. In a ''k''-regular graph, all vertices have degree ''k''. In any graph ''G'' with more than one vertex, two vertices in ''G'' must have the same degree, so an irregular graph cannot be defined as a graph with all vertices of different degrees. One may be tempted then to define an irregular graph as having all vertices of distinct degrees except for two, but these types of graphs are also well understood and thus not interesting. Graph theorists thus turned to the issue of local regularity. A graph is locally regular at a vertex ''v'' if all vertices adjacent to ''v'' have degree ''r''. A graph is thus locally irregular if for each vertex ''v'' of ''G'' the neighbors of ''v'' have distinct degrees, and these graphs are thus termed highly irregular graphs.


Properties of irregular graphs

Some facts about highly irregular graphs outlined by Alavi ''et al.'': *If ''v'' is a vertex of maximum degree ''d'' in a highly irregular graph ''H'', then ''v'' is adjacent to exactly one vertex of degree 1, 2, ..., ''d''. *The largest degree in a highly irregular graph is at most half the number of vertices. *If ''H'' is a highly irregular graph with maximum degree ''d'', one can construct a highly irregular graph of degree ''d''+1 by taking two copies of ''H'' and adding an edge between the two vertices of degree ''d''. *''H''(''n'')/''G''(''n'') goes to 0 as ''n'' goes to infinity exponentially rapidly, where ''H''(''n'') is the number of (non-isomorphic) highly irregular graphs with ''n'' vertices, and ''G''(''n'') is the total number of graphs with ''n'' vertices. *For every graph ''G'', there exists a highly irregular graph ''H'' containing ''G'' as an
induced subgraph In graph theory, an induced subgraph of a graph is another graph, formed from a subset of the vertices of the graph and ''all'' of the edges, from the original graph, connecting pairs of vertices in that subset. Definition Formally, let G=(V,E) ...
. This last observation can be considered analogous to a result of Dénes Kőnig, which states that if ''H'' is a graph with greatest degree ''r'', then there is a graph ''G'' which is ''r''-regular and contains ''H'' as an induced subgraph.


Applications of irregularity

Definitions of irregularity have been important in the study of network heterogeneity, which has implications in networks found across biology, ecology, technology, and economy. There have been several graph statistics that have been suggested, many of which are based on the number of vertices in a graph and their degrees. The characterization of highly irregular graphs has also been applied to the question of heterogeneity, yet all of these fail to shed enough light on real-world situations. Efforts continue to be made to find appropriate ways to quantify network heterogeneity.


References

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