Integral-Type Representations for the Subdifferential of Suprema

Abstract An integral-like representation is provided for the $$\varepsilon $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>ε</mml:mi> </mml:math> -subdifferential of the supremum of an arbitrary family of convex functions. Our characterizations are expressed through appropriate discrete sums performed on the data functions $$f_{t}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mi>f</mml:mi> <mml:mi>t</mml:mi> </mml:msub> </mml:math> ’s together with specific singular measures operating on them. Moreover, as long as the underlying space is a reflexive Banach space or a separable normed space, we substitute these additional measures with related limits that involve the data functions. All the objects involved in our characterizations rely intrinsically on the data functions that are (almost) active at the reference point.

Authors

Institutions

Publication Details

Journal
Journal of Optimization Theory and Applications
Published
2024-10-13
DOI
https://doi.org/10.1007/s10957-024-02545-9
Citations
2
Primary Topic
Optimization and Variational Analysis
Type
article
Field-Weighted Citation Impact
0.72

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integral-Type Representations for the Subdifferential of Suprema

Abderrahim Hantoute, Rafael Corrêa
2 citations
Journal of Optimization Theory and Applications
Optimization and Variational Analysis
0.72
article

Integral-Type Representations for the Subdifferential of Suprema

Abderrahim Hantoute, Rafael Corrêa
article en
2 citations

Abstract

Abstract An integral-like representation is provided for the $$\varepsilon $$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>ε</mml:mi> </mml:math> -subdifferential of the supremum of an arbitrary family of convex functions. Our characterizations are expressed through appropriate discrete sums performed on the data functions $$f_{t}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mi>f</mml:mi> <mml:mi>t</mml:mi> </mml:msub> </mml:math> ’s together with specific singular measures operating on them. Moreover, as long as the underlying space is a reflexive Banach space or a separable normed space, we substitute these additional measures with related limits that involve the data functions. All the objects involved in our characterizations rely intrinsically on the data functions that are (almost) active at the reference point.

Journal of Optimization Theory and ApplicationsVol. 203(2)
University of Alicante (ES), University of Chile (CL)
Universidad de Alicante, Ministerio de Ciencia, Innovación y Universidades, Agencia Nacional de Investigación y Desarrollo, European Regional Development Fund, Agencia Estatal de Investigación, Conselleria de Cultura, Educación y Ciencia, Generalitat Valenciana
Openalex Percentile: Top 25%
Optimization and Variational Analysis
0.72
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.