Linear representations and quasipolyhedrality of a finite-valued convex function
M. D. Fajardo, Marco A. López, Rubén Puente
Abstract
Open-access reader
M. D. Fajardo, Marco A. López, Rubén Puente
Abstract
Open-access reader
The possibility of representing the epigraph of a finite-valued convex function by means of a (locally) Farkas–Minkowski linear semi-infinite inequalities system is studied in this article. Moreover, we prove that the so-called locally polyhedral representations characterize the function, giving rise to the concept of the quasipolyhedral function. Conditions for its conjugate to be also quasipolyhedral are obtained, as well as the characterization of its subdifferential and ϵ-subdifferential in terms of a specific sequence of ordinary polyhedral functions.
OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The possibility of representing the epigraph of a finite-valued convex function by means of a (locally) Farkas–Minkowski linear semi-infinite inequalities system is studied in this article. Moreover, we prove that the so-called locally polyhedral representations characterize the function, giving rise to the concept of the quasipolyhedral function. Conditions for its conjugate to be also quasipolyhedral are obtained, as well as the characterization of its subdifferential and ϵ-subdifferential in terms of a specific sequence of ordinary polyhedral functions.
Key concepts: Epigraph, Subderivative, Mathematics, Convex conjugate, Pure mathematics, Convex function, Convex analysis, Characterization (materials science)