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On the geometry of symmetry breaking inequalities
Indexado
WoS WOS:000800430100001
Scopus SCOPUS_ID:85130737271
DOI 10.1007/S10107-022-01819-2
Año 2023
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Breaking symmetries is a popular way of speeding up the branch-and-bound method for symmetric integer programs. We study fundamental domains, which are minimal and closed symmetry breaking polyhedra. Our long-term goal is to understand the relationship between the complexity of such polyhedra and their symmetry breaking capability. Borrowing ideas from geometric group theory, we provide structural properties that relate the action of the group with the geometry of the facets of fundamental domains. Inspired by these insights, we provide a new generalized construction for fundamental domains, which we call generalized Dirichlet domain. Our construction is recursive and exploits the coset decomposition of the subgroups that fix given vectors in Rn. We use this construction to analyze a recently introduced set of symmetry breaking inequalities by Salvagnin (Symmetry Breaking Inequalities from the Schreier-Sims table. In: International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, pp. 521–529, 2018) and Liberti and Ostrowski (J Global Opt 60:183–194, 2014), called Schreier-Sims inequalities. In particular, this shows that every permutation group admits a fundamental domain with less than n facets. We also show that this bound is tight. Finally, we prove that the fundamental domain defined by the Schreier-Sims inequalities can contain an exponential number of isomorphic binary vectors for a given permutation group G. This provides evidence of the lack of symmetry breaking effectiveness of this fundamental domain. Conversely, a suitably constructed GDD for this G has linearly many inequalities and contains unique representatives for isomorphic binary vectors.

Revista



Revista ISSN
Mathematical Programming 0025-5610

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Disciplinas de Investigación



WOS
Computer Science, Software Engineering
Mathematics, Applied
Operations Research & Management Science
Scopus
Mathematics (All)
Software
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 VERSCHAE-TANNENBAUM, JOSE CLAUDIO Hombre Pontificia Universidad Católica de Chile - Chile
2 Villagra, Matias Hombre Pontificia Universidad Católica de Chile - Chile
Columbia University - Estados Unidos
Columbia Univ - Estados Unidos
3 von Niederhausern, Leonard Hombre Universidad de O’Higgins - Chile
Universidad de Chile - Chile
Universidad de O`Higgins - Chile

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Financiamiento



Fuente
CONICYT FONDECYT
ANID (Chile)
Agencia Nacional de Investigación y Desarrollo
ANID/CONICYT FONDECYT
ANID-Millennium Science Initiative Program

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
This work was partially funded by ANID/CONICYT Fondecyt Regular Nr. 1181527 and ANID—Millennium Science Initiative Program—NCN17_059. Part of this work was done while the first author was affiliated to the University of O’Higgins, Chile. The third author was supported by Basal Program CMM-AFB 170001 from ANID (Chile).
A preliminary version of this manuscript appeared in the proceedings of IPCO 2021 [36].
A preliminary version of this manuscript appeared in the proceedings of IPCO 2021 [36].

Muestra la fuente de financiamiento declarada en la publicación.