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Edge-connectivity of undirected and directed hypergraphs

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24 Chapter 1. Introduction <strong>and</strong> preliminaries<br />

Again, if M is 0-1 valued <strong>and</strong> y is integral, then it can be regarded as a characteristic<br />

function <strong>of</strong> a family <strong>of</strong> sets. Let us cite another version <strong>of</strong> Farkas’ Lemma that will be used<br />

later. For a vector z, z ≫ 0 means that every coordinate <strong>of</strong> z is strictly greater than 0,<br />

while z > 0 means that z ≥ 0 <strong>and</strong> at least one coordinate is strictly greater than 0.<br />

Lemma 1.16. Let M ∈ Q m×n be a matrix. The system<br />

is solvable if <strong>and</strong> only if the system<br />

has no solution.<br />

1.4.3 Compositions<br />

{x ∈ Q n : Mx ≫ 0, x ≥ 0}<br />

{y ∈ Q m : yM ≤ 0, y > 0}<br />

Most <strong>of</strong> the families that appear in the thesis are so-called compositions. A family F <strong>of</strong><br />

sets is a composition <strong>of</strong> a set X ⊆ V if the value <br />

Z∈F χZ(v) − χX(v) is the same for every<br />

v ∈ V . If X ∩ Y = ∅, F1 is a composition <strong>of</strong> X, <strong>and</strong> F2 is a composition <strong>of</strong> Y , then F1 + F2<br />

is a composition <strong>of</strong> X ∪ Y . A composition <strong>of</strong> V is called a regular family; note that these<br />

are also compositions <strong>of</strong> ∅. If F is regular, then so is co(F).<br />

For a set X ⊆ V <strong>and</strong> a family F that is a composition <strong>of</strong> X, we define the height <strong>of</strong> F<br />

with respect to X:<br />

hX(F) := <br />

χZ(v) − χX(v) for an arbitrary v ∈ V . (1.11)<br />

Z∈F<br />

We will omit the subscript X if it is unambiguous; in fact, the only ambiguity is that if<br />

F is a regular family, then hV (F) = h∅(F) − 1. Note also that if F is a partition, then<br />

hV (F) = 0, if it is a co-partition then hV (F) = |F| − 2 <strong>and</strong> if F = ∅, then hV (F) = −1!<br />

If H = (V, E) is a hypergraph <strong>and</strong> F is a regular family, then the value eH(F) defined<br />

in (1.6) can be expressed in a simpler form:<br />

Moreover, the following holds for regular families:<br />

eH(F) = h∅(F)|E| − <br />

iH(X). (1.12)<br />

Proposition 1.17. If F1 <strong>and</strong> F2 are regular families, then eH(F1+F2) = eH(F1)+eH(F2).<br />

X∈F

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