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ConvexAnalysisMonotoneOperators_BauschkeCombettes_2017.Chap09.Proposition_9_5

theorem ERealFunction.mem_gamma_comp_continuousLinearMap {H : Type u} {K : Type v} [NormedAddCommGroup H] [NormedSpace H] [NormedAddCommGroup K] [NormedSpace K] (f : KEReal) (L : H →L[] K) (hf : f Γ(K)) :
f L Γ(H)

Precomposing a member of gamma K with a continuous linear map yields a member of gamma H.

theorem ERealFunction.isProper_comp_continuousLinearMap_of_dom_inter_range_nonempty {H : Type u} {K : Type v} [NormedAddCommGroup H] [NormedSpace H] [NormedAddCommGroup K] [NormedSpace K] (f : KEReal) (L : H →L[] K) (hf_proper : IsProper f) (hdom : (dom f Set.range L).Nonempty) :
IsProper (f L)

If dom f meets the range of L, then precomposition with L preserves properness.

theorem ERealFunction.isProper_and_mem_gamma_comp_continuousLinearMap_of_dom_inter_range_nonempty {H : Type u} {K : Type v} [NormedAddCommGroup H] [NormedSpace H] [NormedAddCommGroup K] [NormedSpace K] (f : KEReal) (L : H →L[] K) (hf_proper : IsProper f) (hf_gamma : f Γ(K)) (hdom : (dom f Set.range L).Nonempty) :
IsProper (f L) f L Γ(H)

Proposition 9.5: if f is proper, lower semicontinuous, and convex on K, and dom f meets the range of a continuous linear map L : H →L[ℝ] K, then f ∘ L is proper, lower semicontinuous, and convex on H.