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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a topological graph is a representation of 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 discre ...
in the
plane Plane(s) most often refers to: * Aero- or airplane, a powered, fixed-wing aircraft * Plane (geometry), a flat, 2-dimensional surface Plane or planes may also refer to: Biology * Plane (tree) or ''Platanus'', wetland native plant * ''Planes' ...
, where the ''vertices'' of the graph are represented by distinct points and the ''edges'' by Jordan arcs (connected pieces of ''Jordan curves'') joining the corresponding pairs of points. The points representing the vertices of a graph and the arcs representing its edges are called the ''vertices'' and the ''edges'' of the topological graph. It is usually assumed that any two edges of a topological graph cross a finite number of times, no edge passes through a vertex different from its endpoints, and no two edges touch each other (without crossing). A topological graph is also called a ''drawing'' of a graph. An important special class of topological graphs is the class of ''geometric graphs'', where the edges are represented by ''line segments''. (The term '' geometric graph'' is sometimes used in a broader, somewhat vague sense.) The theory of topological graphs is an area of
graph theory In mathematics, graph theory is the study of ''graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of '' vertices'' (also called ''nodes'' or ''points'') which are conne ...
, mainly concerned with
combinatorial Combinatorics is an area of mathematics primarily concerned with counting, both as a means and an end in obtaining results, and certain properties of finite structures. It is closely related to many other areas of mathematics and has many ap ...
properties of topological graphs, in particular, with the crossing patterns of their edges. It is closely related to
graph drawing Graph drawing is an area of mathematics and computer science combining methods from geometric graph theory and information visualization to derive two-dimensional depictions of graph (discrete mathematics), graphs arising from applications such a ...
, a field which is more application oriented, and
topological graph theory In mathematics, topological graph theory is a branch of graph theory. It studies the embedding of graphs in surfaces, spatial embeddings of graphs, and graphs as topological spaces. It also studies immersions of graphs. Embedding a graph in ...
, which focuses on embeddings of graphs in surfaces (that is, drawings without crossings).


Extremal problems for topological graphs

A fundamental problem in
extremal graph theory Extremal graph theory is a branch of combinatorics, itself an area of mathematics, that lies at the intersection of extremal combinatorics and graph theory. In essence, extremal graph theory studies how global properties of a graph influence local ...
is the following: what is the maximum number of edges that a graph of ''n'' vertices can have if it contains no subgraph belonging to a given class of ''forbidden subgraphs''? The prototype of such results is
Turán's theorem In graph theory, Turán's theorem bounds the number of edges that can be included in an undirected graph that does not have a complete subgraph of a given size. It is one of the central results of extremal graph theory, an area studying the large ...
, where there is one forbidden subgraph: a complete graph with ''k'' vertices (''k'' is fixed). Analogous questions can be raised for topological and geometric graphs, with the difference that now certain ''geometric subconfigurations'' are forbidden. Historically, the first instance of such a theorem is due to
Paul Erdős Paul Erdős ( hu, Erdős Pál ; 26 March 1913 – 20 September 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 ...
, who extended a result of
Heinz Hopf Heinz Hopf (19 November 1894 – 3 June 1971) was a German mathematician who worked on the fields of topology and geometry. Early life and education Hopf was born in Gräbschen, Germany (now , part of Wrocław, Poland), the son of Elizabeth ( ...
and
Erika Pannwitz Erika Pannwitz (May 26, 1904 in Lychen, Hohenlychen, Germany – November 25, 1975 in Berlin) was a German mathematician who worked in the area of geometric topology. During World War II, Pannwitz worked as a Cryptanalysis, cryptanalyst in the ...
. He proved that the maximum number of edges that a geometric graph with ''n'' > 2 vertices can have without containing ''two disjoint edges'' (that cannot even share an endpoint) is ''n''.
John Conway John Horton Conway (26 December 1937 – 11 April 2020) was an English mathematician active in the theory of finite groups, knot theory, number theory, combinatorial game theory and coding theory. He also made contributions to many branches ...
conjectured that this statement can be generalized to simple topological graphs. A topological graph is called "simple" if any pair of its edges share at most one point, which is either an endpoint or a common interior point at which the two edges properly cross. Conway's
thrackle A thrackle is an embedding of a graph in the plane, such that each edge is a Jordan arc and every pair of edges meet exactly once. Edges may either meet at a common endpoint, or, if they have no endpoints in common, at a point in their interiors. ...
conjecture can now be reformulated as follows: A simple topological graph with ''n'' > 2 vertices and no two disjoint edges has at most ''n'' edges. The first linear upper bound on the number of edges of such a graph was established by Lovász et al. The best known upper bound, 1.3984''n'', was proved by Fulek and Pach.. Apart from geometric graphs, Conway's thrackle conjecture is known to be true for ''x''-monotone topological graphs. A topological graph is said to be ''x-monotone'' if every vertical line intersects every edge in at most one point.
Alon Alon or ALON may refer to: * Alon (name), an Israeli given name and surname * Alon, Mateh Binyamin, an Israeli settlement in the West Bank * Alon Inc, an American airplane builder, known for the Alon A-4 * Alon USA, an American energy company * Alu ...
and
Erdős Erdős, Erdos, or Erdoes is a Hungarian surname. People with the surname include: * Ágnes Erdős (born 1950), Hungarian politician * Brad Erdos (born 1990), Canadian football player * Éva Erdős (born 1964), Hungarian handball player * Józse ...
initiated the investigation of the generalization of the above question to the case where the forbidden configuration consists of ''k'' disjoint edges (''k'' > 2). They proved that the number of edges of a geometric graph of ''n'' vertices, containing no 3 disjoint edges is ''O''(''n''). The optimal bound of roughly 2.5''n'' was determined by Černý. For larger values of ''k'', the first linear upper bound, O(k^4n), was established by Pach and Töröcsik. This was improved by Tóth to O(k^2n). For the number of edges in a simple topological graph with no ''k'' disjoint edges, only an O(n\log^ n) upper bound is known. This implies that every complete simple topological graph with ''n'' vertices has at least c\frac pairwise disjoint edges, which was improved to cn^ by Ruiz-Vargas. It is possible that this lower bound can be further improved to ''cn'', where ''c'' > 0 is a constant.


Quasi-planar graphs

A common interior point of two edges, at which the first edge passes from one side of the second edge to the other, is called a ''crossing''. Two edges of a topological graph ''cross'' each other if they determine a crossing. For any integer ''k'' > 1, a topological or geometric graph is called ''k-quasi-planar'' if it has no ''k'' pairwise crossing edges. Using this terminology, if a topological graph is 2-quasi-planar, then it is a ''planar graph''. It follows from Euler's polyhedral formula that every planar graph with ''n'' > 2 vertices has at most 3''n'' − 6 edges. Therefore, every 2-quasi-planar graph with ''n'' > 2 vertices has at most 3''n'' − 6 edges. It has been conjectured by Pach et al. that every ''k''-quasi-planar topological graph with ''n'' vertices has at most ''c''(''k'')''n'' edges, where ''c''(''k'') is a constant depending only on ''k''. This conjecture is known to be true for ''k'' = 3 and ''k'' = 4. It is also known to be true for ''convex geometric graphs'' (that is for geometric graphs whose vertices form the vertex set of a convex ''n''-gon), and for ''k''-quasi-planar topological graphs whose edges are drawn as ''x''-monotone curves, all of which cross a vertical line. . The last result implies that every ''k''-quasi-planar topological graph with ''n'' vertices, whose edges are drawn as ''x''-monotone curves has at most ''c''(''k'')''n'' log ''n'' edges for a suitable constant ''c''(''k''). For geometric graphs, this was proved earlier by Valtr. The best known general
upper bound In mathematics, particularly in order theory, an upper bound or majorant of a subset of some preordered set is an element of that is greater than or equal to every element of . Dually, a lower bound or minorant of is defined to be an element ...
for the number of edges of a ''k''-quasi-planar topological graph is n\log^n . A preliminary version of these results was announced in This implies that every complete topological graph with n vertices has at least n^ pairwise crossing edges, which was improved to a quasi linear bound in the case of geometric graph..


Crossing numbers

Ever since
Pál Turán Pál Turán (; 18 August 1910 – 26 September 1976) also known as Paul Turán, was a Hungarian mathematician who worked primarily in extremal combinatorics. He had a long collaboration with fellow Hungarian mathematician Paul Erdős, lasting 4 ...
coined his ''brick factory problem'' during
World War II World War II or the Second World War, often abbreviated as WWII or WW2, was a world war that lasted from 1939 to 1945. It involved the vast majority of the world's countries—including all of the great powers—forming two opposin ...
, the determination or estimation of crossing numbers of graphs has been a popular theme in graph theory and in the theory of algorithms that is abundant with famous long standing open problems such as the
Albertson conjecture In combinatorial mathematics, the Albertson conjecture is an unproven relationship between the crossing number and the chromatic number of a graph. It is named after Michael O. Albertson, a professor at Smith College, who stated it as a conjectur ...
, Harary-Hill's conjecture or the still unsolved Turán's brick factory problem. However, the publications in the subject (explicitly or implicitly) used several competing definitions of crossing numbers. This was pointed out by Pach and Tóth, who introduced the following terminology. Crossing number (of a graph ''G''): The minimum number of crossing points over all drawings of ''G'' in the plane (that is, all of its representations as a topological graph) with the property that no three edges pass through the same point. It is denoted by cr(''G''). ''Pair-crossing number'': The minimum number of crossing pairs of edges over all drawings of ''G''. It is denoted by pair-cr(''G''). ''Odd-crossing number'': The minimum number of those pairs of edges that cross an odd number of times, over all drawings of ''G''. It is denoted by odd-cr(''G''). These parameters are not unrelated. One has odd-cr(''G'') ≤ pair-cr(''G'') ≤ cr(''G'') for every graph ''G''. It is known that cr(''G'') ≤ 2(odd-cr(''G''))2 and O(\operatorname(G)^\log^\operatorname(G)) and that there exist infinitely many graphs for which pair-cr(''G'') ≠ odd-cr(''G''). A preliminary version of these results was reviewed in . No examples are known for which the crossing number and the pair-crossing number are not the same. It follows from the
Hanani–Tutte theorem In topological graph theory, the Hanani–Tutte theorem is a result on the parity of edge crossings in a graph drawing. It states that every drawing in the plane of a non-planar graph contains a pair of independent edges (not both sharing an end ...
that odd-cr(''G'') = 0 implies cr(''G'') = 0. It is also known that odd-cr(''G'') = ''k'' implies ''cr(G)=k'' for ''k'' = 1, 2, 3. Another well researched graph parameter is the following. ''Rectilinear crossing number'': The minimum number of crossing points over all straight-line drawings of ''G'' in the plane (that is, all of its representations as a geometric graph) with the property that no three edges pass through the same point. It is denoted by lin-cr(''G''). By definition, one has cr(''G'') ≤ lin-cr(''G'') for every graph ''G''. It was shown by Bienstock and Dean that there are graphs with crossing number 4 and with arbitrarily large rectilinear crossing number. Computing the crossing number is
NP-complete In computational complexity theory, a problem is NP-complete when: # it is a problem for which the correctness of each solution can be verified quickly (namely, in polynomial time) and a brute-force search algorithm can find a solution by tryi ...
in general. Therefore a large body of research focuses on its estimates. The Crossing Lemma is a cornerstone result that provides widely applicable lower bounds on the crossing number. Several interesting variants and generalizations of the Crossing Lemma are known for Jordan curves and degenerate crossing number, where the latter relates the notion of the crossing number to the graph genus.


Ramsey-type problems for geometric graphs

In traditional
graph theory In mathematics, graph theory is the study of ''graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of '' vertices'' (also called ''nodes'' or ''points'') which are conne ...
, a typical Ramsey-type result states that if we color the edges of a sufficiently large complete graph with a fixed number of colors, then we necessarily find a ''monochromatic'' subgraph of a certain type. One can raise similar questions for geometric (or topological) graphs, except that now we look for monochromatic (one-colored) substructures satisfying certain geometric conditions. One of the first results of this kind states that every complete geometric graph whose edges are colored with two colors contains a non-crossing monochromatic ''
spanning tree In the mathematical field of graph theory, a spanning tree ''T'' of an undirected graph ''G'' is a subgraph that is a tree which includes all of the vertices of ''G''. In general, a graph may have several spanning trees, but a graph that is not ...
''. It is also true that every such geometric graph contains \left\lceil \frac \right\rceil disjoint edges of the same color. The existence of a non-crossing monochromatic path of size at least ''cn'', where ''c'' > 0 is a constant, is a long-standing open problem. It is only known that every complete geometric graph on ''n'' vertices contains a non-crossing monochromatic path of length at least n^.


Topological hypergraphs

If we view a topological graph as a topological realization of a 1-dimensional ''
simplicial complex In mathematics, a simplicial complex is a set composed of points, line segments, triangles, and their ''n''-dimensional counterparts (see illustration). Simplicial complexes should not be confused with the more abstract notion of a simplicial set ...
'', it is natural to ask how the above extremal and Ramsey-type problems generalize to topological realizations of ''d''-dimensional simplicial complexes. There are some initial results in this direction, but it requires further research to identify the key notions and problems. Two vertex disjoint simplices are said to ''cross'' if their relative interiors have a point in common. A set of ''k'' > 3 simplices ''strongly cross'' if no 2 of them share a vertex, but their relative interiors have a point common. It is known that a set of ''d''-dimensional simplices spanned by ''n'' points in \mathbb^d without a pair of crossing simplices can have at most O(n^) simplices and this bound is asymptotically tight. This result was generalized to sets of 2-dimensional simplices in \mathbb^2 without three strongly crossing simplices. arXiv:1010.5716v3 If we forbid ''k'' strongly crossing simplices, the corresponding best known upper bound is O(n^), for some \delta =\delta (k,d)<1 . This result follows from the colored Tverberg theorem. It is far from the conjectured bound of O(n^). For any fixed ''k'' > 1, we can select at most O(n^) ''d''-dimensional simplices spanned by a set of ''n'' points in \mathbb^d with the property that no ''k'' of them share a common interior point. This is asymptotically tight. Two triangles in \mathbb^3 are said to be ''almost disjoint'' if they are disjoint or if they share only one vertex. It is an old problem of
Gil Kalai Gil Kalai (born 1955) is the Henry and Manya Noskwith Professor Emeritus of Mathematics at the Hebrew University of Jerusalem, Israel, Professor of Computer Science at the Interdisciplinary Center, Herzliya, and adjunct Professor of mathematics ...
and others to decide whether the largest number of almost disjoint triangles that can be chosen on some vertex set of ''n'' points in \mathbb^3 is o(n^2). It is known that there exists sets of ''n'' points for which this number is at least cn^ for a suitable constant ''c'' > 0.


References

{{reflist, 30em Topological graph theory