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A slope generalization of Attouch theorem
Indexado
WoS WOS:001251228000001
Scopus SCOPUS_ID:85196395277
DOI 10.1007/S10107-024-02108-W
Año 2024
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



A classical result of variational analysis, known as Attouch theorem, establishes an equivalence between epigraphical convergence of a sequence of proper convex lower semicontinuous functions and graphical convergence of the corresponding subdifferential maps up to a normalization condition which fixes the integration constant. In this work, we show that in finite dimensions and under a mild boundedness assumption, we can replace subdifferentials (sets of vectors) by slopes (scalars, corresponding to the distance of the subdifferentials to zero) and still obtain the same characterization: namely, the epigraphical convergence of functions is equivalent to the epigraphical convergence of their slopes. This surprising result goes in line with recent developments on slope determination (Boulmezaoud et al. in SIAM J Optim 28(3):2049-2066, 2018; P & eacute;rez-Aros et al. in Math Program 190(1-2):561-583, 2021) and slope sensitivity (Daniilidis and Drusvyatskiy in Proc Am Math Soc 151(11):4751-4756, 2023) for convex functions.

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 Daniilidis, Aris Hombre TU Wien - Austria
Technische Universität Wien - Austria
2 Salas, David Hombre Universidad de O`Higgins - Chile
Universidad de O’Higgins - Chile
3 Tapia-Garcia, Sebastian - TU Wien - Austria
Technische Universität Wien - Austria

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Financiamiento



Fuente
FONDECYT
Fondo Nacional de Desarrollo Científico y Tecnológico
Austrian Science Fund (FWF)
Austrian Science Fund
FWF

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Agradecimientos



Agradecimiento
This research was funded in whole or in part by the Austrian Science Fund (FWF) [10.55776/P36344]. For open access purposes, the first author has applied a CC BY public copyright license to any author-accepted manuscript version arising from this submission. The second author has been supported by the BASAL grant FB210005 and the FONDECYT grant 11220586 (Chile). The authors wish to thank the two anonymous referees for their careful reading.
This research was funded in whole or in part by the Austrian Science Fund (FWF) [10.55776/P36344]. For open access purposes, the first author has applied a CC BY public copyright license to any author-accepted manuscript version arising from this submission. The second author has been supported by the BASAL grant FB210005 and the FONDECYT grant 11220586 (Chile). The authors wish to thank the two anonymous referees for their careful reading.
This research was funded in whole or in part by the Austrian Science Fund (FWF) [10.55776/P36344]. For open access purposes, the first author has applied a CC BY public copyright license to any author-accepted manuscript version arising from this submission. The second author has been supported by the BASAL grant FB210005 and the FONDECYT grant 11220586 (Chile). The authors wish to thank the two anonymous referees for their careful reading.

Muestra la fuente de financiamiento declarada en la publicación.