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ConvexAnalysisMonotoneOperators_BauschkeCombettes_2017.Chap18.Proposition_18_6

theorem ERealFunction.subdifferential_infimalConvolution_eq_singleton_of_mem_dom_of_value_eq_of_gateauxDerivative {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (f g : H(Set.Ioi )) (hf : f Γ₀(H)) (hg : g Γ₀(H)) (x y gradf : H) (hx : x (subdifferential ((fun (f g : H(Set.Ioi )) (x : H) => infimalConvolution (fun (y : H) => (f y)) (fun (y : H) => (g y)) x) f g)).dom) (hEq : (fun (f g : H(Set.Ioi )) (x : H) => infimalConvolution (fun (y : H) => (f y)) (fun (y : H) => (g y)) x) f g x = (f y) + (g (x - y))) (hgrad : HasGateauxDerivativeAt (fun (z : H) => (↑(f z)).toReal) ((InnerProductSpace.toDual H) gradf) y) :
subdifferential ((fun (f g : H(Set.Ioi )) (x : H) => infimalConvolution (fun (y : H) => (f y)) (fun (y : H) => (g y)) x) f g) x = {gradf}

Proposition 18.6: if x belongs to the domain of the subdifferential of the infimal convolution f □ g, the infimal convolution is exact at x with minimizer y, and f has Gâteaux gradient gradf at y, then the subdifferential of f □ g at x is the singleton {gradf}.