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Strongly connected orientations and integer lattices

Ahmad Abdi, Gérard Cornuéjols, Siyue Liu, Olha Silina

Abstract

Let $D=(V,A)$ be a digraph whose underlying undirected graph is $2$-edge-connected, and let $P$ be the polytope whose vertices are the incidence vectors of arc sets whose reversal makes $D$ strongly connected. We study the lattice theoretic properties of the integer points contained in a proper face $F$ of $P$ not contained in $\{x:x_a=i\}$ for any $a\in A,i\in \{0,1\}$. We prove under a mild necessary condition that $F\cap \{0,1\}^A$ contains an integral basis $B$, i.e., $B$ is linearly independent, and any integral vector in the linear hull of $F$ is an integral linear combination of $B$. This result is surprising as the integer points in $F$ do not necessarily form a Hilbert basis. In proving the result, we develop a theory similar to Matching Theory for degree-constrained dijoins in bipartite digraphs. Our result has consequences for head-disjoint strong orientations in hypergraphs, and also to a famous conjecture by Woodall that the minimum size of a dicut of $D$, say $τ$, is equal to the maximum number of disjoint dijoins. We prove a relaxation of this conjecture, by finding for any prime number $p\geq 2$, a $p$-adic packing of dijoins of value $τ$ and of support size at most $2|A|$. We also prove that the all-ones vector belongs to the lattice generated by $F\cap \{0,1\}^A$, where $F$ is the face of $P$ satisfying $x(δ^+(U))=1$ for every dicut $δ^+(U)$ with minimum size.

Strongly connected orientations and integer lattices

Abstract

Let be a digraph whose underlying undirected graph is -edge-connected, and let be the polytope whose vertices are the incidence vectors of arc sets whose reversal makes strongly connected. We study the lattice theoretic properties of the integer points contained in a proper face of not contained in for any . We prove under a mild necessary condition that contains an integral basis , i.e., is linearly independent, and any integral vector in the linear hull of is an integral linear combination of . This result is surprising as the integer points in do not necessarily form a Hilbert basis. In proving the result, we develop a theory similar to Matching Theory for degree-constrained dijoins in bipartite digraphs. Our result has consequences for head-disjoint strong orientations in hypergraphs, and also to a famous conjecture by Woodall that the minimum size of a dicut of , say , is equal to the maximum number of disjoint dijoins. We prove a relaxation of this conjecture, by finding for any prime number , a -adic packing of dijoins of value and of support size at most . We also prove that the all-ones vector belongs to the lattice generated by , where is the face of satisfying for every dicut with minimum size.

Paper Structure

This paper contains 30 sections, 22 theorems, 60 equations, 7 figures.

Key Result

Theorem 1.1

Let $D=(V,A)$ be a digraph whose underlying undirected graph is $2$-edge-connected. Let $\mathcal{F}$ be a nonempty family over ground set $V$ such that $\emptyset,V\notin \mathcal{F}$, and the following face of $\mathop{\mathrm{SCR}}\nolimits(D)$ is nonempty: Suppose $\gcd\{1-|\delta^-(U)|:U\in \mathcal{F}\}=1$. Then $F\cap \{0,1\}^A$ contains an integral basis for $\mathop{\mathrm{lin}}\nolimit

Figures (7)

  • Figure 1: A digraph $D=(V,A)$ (left). The set $\delta^+(\{1,2\})=\{(1,4),(2,3)\}$ is a dicut of $D$. The subset $\{(1,4)\}$ is a strengthening set of $D$, as reversing the arc in the set yields a strongly connected digraph (middle). The subset $\{(1,4),(2,3)\}$ is a dijoin of $D$, as bidirecting the arcs in the set yields a strongly connected digraph (right).
  • Figure 2: (Left) A digraft $(D,\mathcal{F})$ where $\mathcal{F}$ consists of $V\setminus v$ for all sinks $v$, as well as $U=\{2,3,7,8\}$. The set of bold arcs is a dijoin $J$ whose indicator vector belongs to $F(D,\mathcal{F})$. (Middle/Right) A digraft $(D,\mathcal{F})$ where $\mathcal{F}$ consists of $V\setminus v$ for all sinks $v$, and $\{u\}$ for every filled-in source $u$. The middle digraft is balanced basic, and robust. The right digraft is skewed basic, and robust. In all three digrafts, the filled-in nodes are tight, and the non-filled-in nodes are active.
  • Figure 3: (Left) A digraph $D$. The set $J$ of bold arcs forms a strengthening set whose indicator vector belongs to $F$, for $\mathcal{F}=\emptyset$. (Right) The digraft $(D',\mathcal{F}')$ constructed in the proof of \ref{['scr->dij']}. The filled-in nodes are new, while the non-filled-in ones are the original nodes. The set $\phi(J)$ of bold arcs is the image of $J$ under the mapping: it is a dijoin whose indicator vector belongs to $F(D',\mathcal{F}')$.
  • Figure 4: (Left) A basic non-robust digraft $(D,\mathcal{F})$ where $\mathcal{F}$ consists only of $V\setminus v$ for all sinks $v$. (Right) A affine critical digraft $(D,\mathcal{F})$ where $\mathcal{F}$ consists only of $V\setminus v$ for all sinks $v$. This digraft is not basic. In both figures, the filled-in/non-filled-in correspond to the tight/active nodes.
  • Figure 5: (Left) A digraft $(D,\mathcal{F})$ where $\mathcal{F}$ consists of $V\setminus v$ for all sinks $v$. Denote by $J$ the set of bold arcs. (Right: top, bottom) The two $(U,V\setminus U)$-contractions $(D_i,\mathcal{F}_i),i=1,2$. Denote by $J_i$ the set of bold arcs of $(D_i,\mathcal{F}_i)$ for $i=1,2$.
  • ...and 2 more figures

Theorems & Definitions (74)

  • Theorem 1.1
  • Conjecture 1.2: Schrijver-note
  • Theorem 1.3
  • Theorem 1.4
  • Conjecture 1.5
  • Theorem 1.6
  • Definition 1.7: bipartite digraph
  • Definition 1.8: digraft
  • Theorem 1.9
  • Definition 1.10: balanced/skewed basic digraft
  • ...and 64 more