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ConvexAnalysisMonotoneOperators_BauschkeCombettes_2017.Chap20.Proposition_20_40

noncomputable def SetValuedOperator.domainQuadraticPotential {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] (D : Submodule H) (T : D →ₗ[] H) :
H(Set.Ioi )

The function h from Proposition 20.40, attached to a linear map T defined on a subspace D, equal to (1 / 2) ⟪x, T x⟫_ℝ on D and +∞ off D.

Instances For
    @[simp]
    theorem SetValuedOperator.domainQuadraticPotential_apply_of_mem {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) {x : H} (hx : x D) :
    (domainQuadraticPotential D T x) = (1 / 2) * (inner x (T x, hx))

    On the subspace D, domainQuadraticPotential D T equals (1 / 2) ⟪x, T x⟫_ℝ.

    @[simp]
    theorem SetValuedOperator.domainQuadraticPotential_apply_of_not_mem {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) {x : H} (hx : xD) :
    (domainQuadraticPotential D T x) =

    Outside the subspace D, domainQuadraticPotential D T equals +∞.

    noncomputable def SetValuedOperator.supremalPotential {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) :
    H(Set.Ioi )

    The function f from Proposition 20.40, defined as the supremum of the affine defects ⟪x, T y⟫_ℝ - h(y) over y ∈ D.

    Instances For
      @[simp]
      theorem SetValuedOperator.supremalPotential_apply {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) (x : H) :
      (supremalPotential D T x) = ⨆ (y : D), (inner x (T y) - 1 / 2 * inner (↑y) (T y))

      Coercing supremalPotential D T x to EReal recovers the displayed supremum over D.

      theorem SetValuedOperator.supremalPotential_add_indicator_eq_domainQuadraticPotential {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) (hsymm : ∀ (x y : D), inner (↑x) (T y) = inner (T x) y) (hT_mono : (ofFunction D T).IsMonotone) :

      Proposition 20.40 (1): if A = ofFunction D T is monotone and T is symmetric on D, then the supremal potential f satisfies f + ι_D = h.

      theorem SetValuedOperator.supremalPotential_mem_gammaZero_of_monotone {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) (hsymm : ∀ (x y : D), inner (↑x) (T y) = inner (T x) y) (hT_mono : (ofFunction D T).IsMonotone) :

      Proposition 20.40 (2): if A = ofFunction D T is monotone and T is symmetric on D, then the supremal potential belongs to Γ₀(H).

      theorem SetValuedOperator.subdifferential_supremalPotential_eq {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) (hsymm : ∀ (x y : D), inner (↑x) (T y) = inner (T x) y) (hT_max : Maximal IsMonotone (ofFunction D T)) :

      Proposition 20.40 (3): if A = ofFunction D T is maximally monotone and T is symmetric on D, then the subdifferential of the supremal potential is exactly A.

      theorem SetValuedOperator.supremalPotential_eq_biconjugate_domainQuadraticPotential {H : Type u} [NormedAddCommGroup H] [InnerProductSpace H] [CompleteSpace H] (D : Submodule H) (T : D →ₗ[] H) (hsymm : ∀ (x y : D), inner (↑x) (T y) = inner (T x) y) (hT_max : Maximal IsMonotone (ofFunction D T)) :

      Proposition 20.40 (4): if A = ofFunction D T is maximally monotone and T is symmetric on D, then the supremal potential is the Fenchel biconjugate of h.