English

Gamma-Convergence of Convex Functions, Conjugates, and Subdifferentials

Functional Analysis 2026-05-14 v5 Optimization and Control

Abstract

We extend the duality principle for the Γ\Gamma-convergence of convex lower semicontinuous functions, which was previously established only in separable reflexive Banach spaces, to the broader class of weakly compactly generated (WCG) Banach spaces, addressing a question of Fitzpatrick and Lewis. Under the same classical hypothesis of equicoercivity, we show that Γ\Gamma-convergence in the norm topology is equivalent to Γ\Gamma-convergence of the Fenchel conjugates in the weak^\ast topology. We further prove that this duality is equivalent to the graphical convergence of the associated subdifferentials with respect to the product topology given by the norm on the primal space and the weak^\ast topology on the dual. The WCG setting encompasses all separable and all reflexive Banach spaces separately, i.e, separable spaces without reflexivity assumptions and reflexive spaces without separability assumptions, as well as important non-reflexive spaces which may fail to be separable, such as L1(μ)L^1(\mu) for an arbitrary σ\sigma-finite measure. As an application, we derive dual characterizations of the Γ\Gamma-convergence of convex integral functionals on LpL^p spaces (1p<1\leq p<\infty ).

Keywords

Cite

@article{arxiv.2509.21863,
  title  = {Gamma-Convergence of Convex Functions, Conjugates, and Subdifferentials},
  author = {Rafael Correa and Pedro Pérez-Aros and José Pablo Santander},
  journal= {arXiv preprint arXiv:2509.21863},
  year   = {2026}
}

Comments

Changes in the abstract and in the introduction