Bipartite matroid

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Short description: Abstraction of 2-colorable graphs

In mathematics, a bipartite matroid is a matroid all of whose circuits have even size.

Example

A uniform matroid Unr is bipartite if and only if r is an odd number, because the circuits in such a matroid have size r+1.

Relation to bipartite graphs

Bipartite matroids were defined by (Welsh 1969) as a generalization of the bipartite graphs, graphs in which every cycle has even size. A graphic matroid is bipartite if and only if it comes from a bipartite graph.[1]

Duality with Eulerian matroids

An Eulerian graph is one in which all vertices have even degree; Eulerian graphs may be disconnected. For planar graphs, the properties of being bipartite and Eulerian are dual: a planar graph is bipartite if and only if its dual graph is Eulerian. As Welsh showed, this duality extends to binary matroids: a binary matroid is bipartite if and only if its dual matroid is an Eulerian matroid, a matroid that can be partitioned into disjoint circuits.

For matroids that are not binary, the duality between Eulerian and bipartite matroids may break down. For instance, the uniform matroid U64 is non-bipartite but its dual U62 is Eulerian, as it can be partitioned into two 3-cycles. The self-dual uniform matroid U63 is bipartite but not Eulerian.

Computational complexity

It is possible to test in polynomial time whether a given binary matroid is bipartite.[2] However, any algorithm that tests whether a given matroid is Eulerian, given access to the matroid via an independence oracle, must perform an exponential number of oracle queries, and therefore cannot take polynomial time.[3]

References

  1. "Euler and bipartite matroids", Journal of Combinatorial Theory 6 (4): 375–377, 1969, doi:10.1016/s0021-9800(69)80033-5 .
  2. "The cocycle lattice of binary matroids", European Journal of Combinatorics 14 (3): 241–250, 1993, doi:10.1006/eujc.1993.1027 .
  3. Jensen, Per M.; Korte, Bernhard (1982), "Complexity of matroid property algorithms", SIAM Journal on Computing 11 (1): 184–190, doi:10.1137/0211014 .