A polyhedral study of lifted multicuts

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

Abstract

Fundamental to many applications in data analysis are the decompositions of a graph, i.e. partitions of the node set into component-inducing subsets. One way of encoding decompositions is by multicuts, the subsets of those edges that straddle distinct components. Recently, a lifting of multicuts from a graph G=(V,E) to an augmented graph Ĝ=(V,E∪F) has been proposed in the field of image analysis, with the goal of obtaining a more expressive characterization of graph decompositions in which it is made explicit also for pairs [Formula presented] of non-neighboring nodes whether these are in the same or distinct components. In this work, we study in detail the polytope in RE∪F whose vertices are precisely the characteristic vectors of multicuts of Ĝ lifted from G, connecting it, in particular, to the rich body of prior work on the clique partitioning and multilinear polytope.

Details

OriginalspracheEnglisch
Aufsatznummer100757
FachzeitschriftDiscrete optimization
Jahrgang47
PublikationsstatusVeröffentlicht - Feb. 2023
Peer-Review-StatusJa

Externe IDs

ORCID /0000-0001-5036-9162/work/161888484

Schlagworte

Schlagwörter

  • Graph decomposition, Multicut, Multicut polytope

Bibliotheksschlagworte