theorem
ERealFunction.mem_gamma_comp_continuousLinearMap
{H : Type u}
{K : Type v}
[NormedAddCommGroup H]
[NormedSpace ℝ H]
[NormedAddCommGroup K]
[NormedSpace ℝ K]
(f : K → EReal)
(L : H →L[ℝ] K)
(hf : f ∈ Γ(K))
:
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 ℝ H]
[NormedAddCommGroup K]
[NormedSpace ℝ K]
(f : K → EReal)
(L : H →L[ℝ] 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 ℝ H]
[NormedAddCommGroup K]
[NormedSpace ℝ K]
(f : K → EReal)
(L : H →L[ℝ] K)
(hf_proper : IsProper f)
(hf_gamma : f ∈ Γ(K))
(hdom : (dom f ∩ Set.range ⇑L).Nonempty)
:
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.