Polymatroid
Encyclopedia
In mathematics, polymatroid is a polytope associated with a submodular function. The notion was introduced by Jack Edmonds
Jack Edmonds
Jack R. Edmonds is a mathematician, regarded as one of the most important contributors to the field of combinatorial optimization...

 in 1970.

Definition

Consider any submodular set function on . Then define two associated polyhedra.
  1. for each
  2. for each

Here is called the polymatroid and is called the extended polymatroid associated with .

Properties

  1. is nonempty if and only if and that is nonempty if and only if
  2. Given any extended polymatroid there is a unique submodular function such that and
  3. If r is integral, 1-Lipschitz
    Lipschitz continuity
    In mathematical analysis, Lipschitz continuity, named after Rudolf Lipschitz, is a strong form of uniform continuity for functions. Intuitively, a Lipschitz continuous function is limited in how fast it can change: for every pair of points on the graph of this function, the absolute value of the...

    , and then r is the rank-function of a matroid, and the polymatroid is the independent set polytope, so-called since Edmonds showed it is the convex hull
    Convex hull
    In mathematics, the convex hull or convex envelope for a set of points X in a real vector space V is the minimal convex set containing X....

     of the characteristic vectors of all independent sets of the matroid.
  4. For a supermodular
    Supermodular
    In mathematics, a functionf\colon R^k \to Ris supermodular iff + f \geq f + ffor all x, y \isin Rk, where x \vee y denotes the componentwise maximum and x \wedge y the componentwise minimum of x and y.If −f is supermodular then f is called submodular, and if the inequality is changed to an...

     f one analogously may define the contrapolymatroid
This analogously generalizes the dominant of the spanning set polytope
Polytope
In elementary geometry, a polytope is a geometric object with flat sides, which exists in any general number of dimensions. A polygon is a polytope in two dimensions, a polyhedron in three dimensions, and so on in higher dimensions...

of matroids.
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