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Edge-connectivity of undirected and directed hypergraphs

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64 Chapter 3. <strong>Edge</strong>-<strong>connectivity</strong> augmentation <strong>of</strong> <strong>hypergraphs</strong><br />

implies that Zi − Z is a special singleton for every i. Finally, if i = j, then by setting<br />

I := {1, . . . , t} − {i, j}, we obtain p(Zi ∪ Zj − Z) = p(UI) > 0.<br />

Claim 3.28. F := {Z, Z1 − Z, . . . , Zt − Z} is a proper critical partition.<br />

Pro<strong>of</strong>. The partition has size l = m(V ) − (ν − 1) + 1 ≥ ν + 2 since m(V ) ≥ 2ν, so<br />

s(F) ≥ ν + 1, <strong>and</strong> l−1<br />

ν−1<br />

= m(V )−(ν−1)<br />

ν−1<br />

> m(V )<br />

ν<br />

− 1. If X is the union <strong>of</strong> two partition<br />

members, then Claim 3.27 implies that p(X) > 0; therefore F is a proper critical partition<br />

by Claim 3.17.<br />

F has at least ν +1 special singleton members. According to Claim 3.23, these all belong<br />

to the same component <strong>of</strong> G that is a clique, therefore |K ∗ | ≥ ν + 1. This means that<br />

K ∗ ⊆ Z, so K ∗ must be the S-clique <strong>of</strong> F. The value <strong>of</strong> |e ′ ∩ K ∗ | is not determined by<br />

(3.20): if K ∗ ⊆ X ∈ B1, then Zi ⊆ X for every i by Claim 3.25, which is not possible. It<br />

follows that e ′ ⊆ K ∗ .<br />

To prove that the existence <strong>of</strong> Z contradicts (3.11), we consider the S-refinement FS <strong>of</strong><br />

F. The properties <strong>of</strong> S-refinements stated in Claim 3.23 imply that every member <strong>of</strong> FS<br />

is a special singleton. However, such a p-full partition would be a deficient partition, since<br />

m(V )−1<br />

ν−1<br />

m(V )<br />

> ν<br />

if m(V ) ≥ 2ν.<br />

We proved that there is a node w such that the ν-hyperedge e = e ′ + w can be feasibly<br />

split <strong>of</strong>f. This concludes the pro<strong>of</strong> <strong>of</strong> Theorem 3.14.<br />

3.4.3 Minimum cardinality augmentation<br />

As it is the case with many edge-<strong>connectivity</strong> augmentation results, the characterization <strong>of</strong><br />

the degree-specified problem in Theorem 3.14 can be used in a straightforward way to prove<br />

a min-max theorem on the corresponding minimum cardinality problem. Recall that a<br />

partition {V1, . . . , Vl} is called p-full if l > ν <strong>and</strong> p(∪i∈IVi) > 0 for every ∅ = I ⊂ {1, . . . , l}.<br />

Theorem 3.29. Let p : 2 V → Z+ be a symmetric, positively crossing supermodular set<br />

function, <strong>and</strong> ν ≥ 2 an integer. There is a ν-uniform hypergraph with γ hyperedges that<br />

covers p if <strong>and</strong> only if the following hold:<br />

νγ ≥<br />

t<br />

p(Xi) for every partition {X1, . . . , Xt}, (3.21)<br />

i=1<br />

γ ≥ p(X) for every X ⊆ V , (3.22)<br />

γ ≥<br />

l − 1<br />

ν − 1<br />

if there is a p-full partition with l members. (3.23)

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