Bicircular Matroid
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In the
mathematical 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 ...
subject of
matroid In combinatorics, a branch of mathematics, a matroid is a structure that abstracts and generalizes the notion of linear independence in vector spaces. There are many equivalent ways to define a matroid axiomatically, the most significant being ...
theory, the bicircular matroid 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 ...
''G'' is the matroid ''B''(''G'') whose points are the edges of ''G'' and whose independent sets are the edge sets of
pseudoforest In graph theory, a pseudoforest is an undirected graphThe kind of undirected graph considered here is often called a multigraph or pseudograph, to distinguish it from a simple graph. in which every connected component has at most one cycle. Tha ...
s of ''G'', that is, the edge sets in which each connected component contains at most one
cycle Cycle, cycles, or cyclic may refer to: Anthropology and social sciences * Cyclic history, a theory of history * Cyclical theory, a theory of American political history associated with Arthur Schlesinger, Sr. * Social cycle, various cycles in soc ...
. The bicircular matroid was introduced by and explored further by and others. It is a special case of the frame matroid of a
biased graph {{Short description, Graph with a list of distinguished cycles In mathematics, a biased graph is a graph with a list of distinguished circles (edge sets of simple cycles), such that if two circles in the list are contained in a theta graph, then ...
.


Circuits

The circuits, or minimal dependent sets, of this matroid are the bicircular graphs (or bicycles, but that term has other meanings in graph theory); these are connected graphs whose
circuit rank In graph theory, a branch of mathematics, the circuit rank, cyclomatic number, cycle rank, or nullity of an undirected graph is the minimum number of edges that must be removed from the graph to break all its cycles, making it into a tree or fo ...
is exactly two. There are three distinct types of bicircular graph: *The
theta graph In computational geometry, the Theta graph, or \Theta-graph, is a type of geometric spanner similar to a Yao graph. The basic method of construction involves partitioning the space around each vertex into a set of ''cones'', which themselves p ...
consists of three paths joining the same two vertices but not intersecting each other. *The figure eight graph (or tight handcuff) consists of two cycles having just one common vertex. *The loose handcuff (or barbell) consists of two disjoint cycles and a minimal connecting path. All these definitions apply to
multigraph In mathematics, and more specifically in graph theory, a multigraph is a graph which is permitted to have multiple edges (also called ''parallel edges''), that is, edges that have the same end nodes. Thus two vertices may be connected by more ...
s, i.e., they permit multiple edges (edges sharing the same endpoints) and loops (edges whose two endpoints are the same vertex).


Flats

The
closed sets In geometry, topology, and related branches of mathematics, a closed set is a Set (mathematics), set whose complement (set theory), complement is an open set. In a topological space, a closed set can be defined as a set which contains all its lim ...
(flats) of the bicircular matroid of a graph can be described as the
forest A forest is an area of land dominated by trees. Hundreds of definitions of forest are used throughout the world, incorporating factors such as tree density, tree height, land use, legal standing, and ecological function. The United Nations' ...
s of such that in the
induced subgraph In the mathematical field of 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. Defini ...
of , every connected component has a cycle. Since the flats of a matroid form a
geometric lattice In the mathematics of matroids and lattices, a geometric lattice is a finite atomistic semimodular lattice, and a matroid lattice is an atomistic semimodular lattice without the assumption of finiteness. Geometric lattices and matroid lattices, r ...
when
partially ordered In mathematics, especially order theory, a partially ordered set (also poset) formalizes and generalizes the intuitive concept of an ordering, sequencing, or arrangement of the elements of a set. A poset consists of a set together with a binary r ...
by set inclusion, these forests of also form a geometric lattice. In the partial ordering for this lattice, that if * each component tree of is either contained in or vertex-disjoint from every tree of , and * each vertex of is a vertex of . For the most interesting example, let be with a loop added to every vertex. Then the flats of are all the forests of , spanning or nonspanning. Thus, all forests of a graph form a geometric lattice, the forest lattice of ''G'' .


As transversal matroids

Bicircular matroids can be characterized as the
transversal matroid In combinatorics, a branch of mathematics, a matroid is a structure that abstracts and generalizes the notion of linear independence in vector spaces. There are many equivalent ways to define a matroid Axiomatic system, axiomatically, the most si ...
s that arise from a
family of sets In set theory and related branches of mathematics, a collection F of subsets of a given set S is called a family of subsets of S, or a family of sets over S. More generally, a collection of any sets whatsoever is called a family of sets, set fam ...
in which each set element belongs to at most two sets. That is, the independent sets of the matroid are the subsets of elements that can be used to form a system of distinct representatives for some or all of the sets. In this description, the elements correspond to the edges of a graph, and there is one set per vertex, the set of edges having that vertex as an endpoint.


Minors

Unlike transversal matroids in general, bicircular matroids form a minor-closed class; that is, any submatroid or contraction of a bicircular matroid is also a bicircular matroid, as can be seen from their description in terms of
biased graph {{Short description, Graph with a list of distinguished cycles In mathematics, a biased graph is a graph with a list of distinguished circles (edge sets of simple cycles), such that if two circles in the list are contained in a theta graph, then ...
s . Here is a description of deletion and contraction of an edge in terms of the underlying graph: To delete an edge from the matroid, remove it from the graph. The rule for contraction depends on what kind of edge it is. To contract a link (a non-loop) in the matroid, contract it in the graph in the usual way. To contract a loop ''e'' at vertex ''v'', delete ''e'' and ''v'' but not the other edges incident with v; rather, each edge incident with ''v'' and another vertex ''w'' becomes a loop at ''w''. Any other graph loops at ''v'' become matroid loops—to describe this correctly in terms of the graph one needs half-edges and loose edges; see biased graph minors.


Characteristic polynomial

The
characteristic polynomial In linear algebra, the characteristic polynomial of a square matrix is a polynomial which is invariant under matrix similarity and has the eigenvalues as roots. It has the determinant and the trace of the matrix among its coefficients. The chara ...
of the bicircular matroid ''B''(''G'' o) expresses in a simple way the numbers of spanning
forest A forest is an area of land dominated by trees. Hundreds of definitions of forest are used throughout the world, incorporating factors such as tree density, tree height, land use, legal standing, and ecological function. The United Nations' ...
s (forests that contain all vertices of ''G'') of each size in ''G''. The formula is :p_(\lambda) := \sum_^n (-1)^k f_k (\lambda-1)^, where ''f''''k'' equals the number of ''k''-edge spanning forests in ''G''. See .


Vector representation

Bicircular matroids, like all other transversal matroids, can be represented by vectors over any infinite
field Field may refer to: Expanses of open ground * Field (agriculture), an area of land used for agricultural purposes * Airfield, an aerodrome that lacks the infrastructure of an airport * Battlefield * Lawn, an area of mowed grass * Meadow, a grass ...
. However, unlike
graphic matroid In the mathematical theory of matroids, a graphic matroid (also called a cycle matroid or polygon matroid) is a matroid whose independent sets are the forests in a given finite undirected graph. The dual matroids of graphic matroids are called co- ...
s, they are not regular: they cannot be represented by vectors over an arbitrary
finite field In mathematics, a finite field or Galois field (so-named in honor of Évariste Galois) is a field that contains a finite number of elements. As with any field, a finite field is a set on which the operations of multiplication, addition, subtr ...
. The question of the fields over which a bicircular matroid has a vector representation leads to the largely unsolved problem of finding the fields over which a graph has multiplicative gains. See .


References

*. *. *. *. *{{citation , last = Zaslavsky , first = Thomas , authorlink = Thomas Zaslavsky , doi = 10.1016/j.jctb.2007.03.001 , issue = 6 , journal =
Journal of Combinatorial Theory The ''Journal of Combinatorial Theory'', Series A and Series B, are mathematical journals specializing in combinatorics and related areas. They are published by Elsevier. ''Series A'' is concerned primarily with structures, designs, and applicat ...
, mr = 2354716 , pages = 1019–1040 , series = Series B , title = Biased graphs. VII. Contrabalance and antivoltages , volume = 97 , year = 2007, doi-access = free . Graph theory Matroid theory