The purpose of this note is to characterize Attouch-Wets convergence for sequences of proper lower semicontinuous convex functions defined on a Banach space X in terms of the behavior of an operator Δ Δ defined on the space of such functions with values in X × R × X ∗ X × R × {X^ } , defined by Δ ( f ) = { ( x , f ( x ) , y ) : ( x , y ) ∈ ∂ f } Δ (f) = \{ (x,f(x),y):(x,y) ∈ ∂ f\} . We show that ⟨ f n ⟩ {f_n} is Attouch-Wets convergent to f if and only if points of Δ ( f ) Δ (f) lying in a fixed bounded set can be uniformly approximated by points of Δ ( f n ) Δ ({f_n}) for large n . The operator Δ Δ is a natural carrier of the Borwein variational principle, which is a key tool in both directions of our proof.
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Beer et al. (1994) studied this question.
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