AcceptedTheorem · Statement with omitted proof
Dirichlet principle on an interval
The weak solution minimizes the quadratic energy, and any other minimizer agrees with it almost everywhere.
Larsson & Thomée ↗
Theorem 2.5 · printed p. 22
Formal statement. The assumptions and conclusion are explicit; the theorem proof is omitted (sorry).
01 / MATHEMATICAL STATEMENT
Meaning & conditions
Mathematical summary
The weak solution minimizes the quadratic energy, and any other minimizer agrees with it almost everywhere.
Assumptions & context
- Smooth coefficients with positive diffusion and nonnegative reaction, square-integrable forcing, and no first-order term.
Source
Larsson & Thomée. Partial differential equations with numerical methods.
Theorem 2.5 · printed p. 22
02 / LEAN REPRESENTATION
Formal statement
Statement with omitted proof. Expand the complete file below to read imports, local definitions and surrounding context.
theorem energy_minimization
(a b c : ℝ → ℝ) (a₀ : ℝ)
(ha_smooth : ContDiffOn ℝ (⊤ : ℕ∞) a (Set.Icc 0 1))
(hb_smooth : ContDiffOn ℝ (⊤ : ℕ∞) b (Set.Icc 0 1))
(hc_smooth : ContDiffOn ℝ (⊤ : ℕ∞) c (Set.Icc 0 1))
(ha₀ : 0 < a₀)
(ha : ∀ x ∈ Set.Icc (0 : ℝ) 1, a₀ ≤ a x)
(hc : ∀ x ∈ Set.Icc (0 : ℝ) 1, 0 ≤ c x)
(hb : ∀ x ∈ Set.Icc (0 : ℝ) 1, b x = 0)
(f : Euclidean 1 → ℝ) (hf : InL2 Ω01 f)
(u : Euclidean 1 → ℝ) (Gu : Fin 1 → Euclidean 1 → ℝ)
(hu : InH10Closure Ω01 u) (hGu : HasH1Gradient Ω01 u Gu)
(hsol : ∀ (φ : Euclidean 1 → ℝ) (Gφ : Fin 1 → Euclidean 1 → ℝ),
InH10Closure Ω01 φ → HasH1Gradient Ω01 φ Gφ →
bilin a b c u (Gu 0) φ (Gφ 0) = loadL f φ) :
(∀ (φ : Euclidean 1 → ℝ) (Gφ : Fin 1 → Euclidean 1 → ℝ),
InH10Closure Ω01 φ → HasH1Gradient Ω01 φ Gφ →
energyF a c f u (Gu 0) ≤ energyF a c f φ (Gφ 0)) ∧
(∀ (φ : Euclidean 1 → ℝ) (Gφ : Fin 1 → Euclidean 1 → ℝ),
InH10Closure Ω01 φ → HasH1Gradient Ω01 φ Gφ →
energyF a c f φ (Gφ 0) = energyF a c f u (Gu 0) →
φ =ᵐ[domainMeasure Ω01] u) := by
sorry
Complete Lean file and local definitions
import PDETextbook.Base
open MeasureTheory
open scoped BigOperators ENNReal
noncomputable section
namespace PDETextbook.LarssonThomee.Thm25
/-- The interval `Ω = (0,1)`, realized as a subset of the one-dimensional Euclidean space. -/
def Ω01 : Set (Euclidean 1) := {x | x 0 ∈ Set.Ioo (0 : ℝ) 1}
/-- The bilinear form `a(v,w) = ∫_0^1 (a v' w' + b v' w + c v w) dx` of the variational
formulation (2.16) of problem (2.11). Here `v'` and `w'` are the weak derivatives. -/
def bilin (a b c : ℝ → ℝ) (v v' w w' : Euclidean 1 → ℝ) : ℝ :=
∫ x in Ω01, (a (x 0) * v' x * w' x + b (x 0) * v' x * w x + c (x 0) * v x * w x)
/-- The linear functional `L(w) = (f,w) = ∫_0^1 f w dx` of (2.16). -/
def loadL (f w : Euclidean 1 → ℝ) : ℝ :=
∫ x in Ω01, f x * w x
/-- The energy functional
`F(φ) = ½ ∫_0^1 (a (φ')² + c φ²) dx - ∫_0^1 f φ dx`.
Here `φ'` is the weak derivative of `φ`. -/
def energyF (a c : ℝ → ℝ) (f φ φ' : Euclidean 1 → ℝ) : ℝ :=
(1 / 2 : ℝ) * (∫ x in Ω01, (a (x 0) * (φ' x) ^ 2 + c (x 0) * (φ x) ^ 2))
- ∫ x in Ω01, f x * φ x
/-- Theorem 2.5 (Larsson–Thomée).
Assumptions:
* (2.2) holds and `b = 0`.
* The coefficients are smooth, which is the standing assumption of Sect. 2.3.
* `f ∈ L₂`.
* `u ∈ H₀¹` solves (2.16), that is, `a(u,φ) = L(φ)` for all `φ ∈ H₀¹`.
Conclusion: `F(u) ≤ F(φ)` for every `φ ∈ H₀¹`, and equality holds only for `φ = u`.
Equality is understood in `H₀¹`, that is, almost everywhere on `Ω`. -/
theorem energy_minimization
(a b c : ℝ → ℝ) (a₀ : ℝ)
(ha_smooth : ContDiffOn ℝ (⊤ : ℕ∞) a (Set.Icc 0 1))
(hb_smooth : ContDiffOn ℝ (⊤ : ℕ∞) b (Set.Icc 0 1))
(hc_smooth : ContDiffOn ℝ (⊤ : ℕ∞) c (Set.Icc 0 1))
(ha₀ : 0 < a₀)
(ha : ∀ x ∈ Set.Icc (0 : ℝ) 1, a₀ ≤ a x)
(hc : ∀ x ∈ Set.Icc (0 : ℝ) 1, 0 ≤ c x)
(hb : ∀ x ∈ Set.Icc (0 : ℝ) 1, b x = 0)
(f : Euclidean 1 → ℝ) (hf : InL2 Ω01 f)
(u : Euclidean 1 → ℝ) (Gu : Fin 1 → Euclidean 1 → ℝ)
(hu : InH10Closure Ω01 u) (hGu : HasH1Gradient Ω01 u Gu)
(hsol : ∀ (φ : Euclidean 1 → ℝ) (Gφ : Fin 1 → Euclidean 1 → ℝ),
InH10Closure Ω01 φ → HasH1Gradient Ω01 φ Gφ →
bilin a b c u (Gu 0) φ (Gφ 0) = loadL f φ) :
(∀ (φ : Euclidean 1 → ℝ) (Gφ : Fin 1 → Euclidean 1 → ℝ),
InH10Closure Ω01 φ → HasH1Gradient Ω01 φ Gφ →
energyF a c f u (Gu 0) ≤ energyF a c f φ (Gφ 0)) ∧
(∀ (φ : Euclidean 1 → ℝ) (Gφ : Fin 1 → Euclidean 1 → ℝ),
InH10Closure Ω01 φ → HasH1Gradient Ω01 φ Gφ →
energyF a c f φ (Gφ 0) = energyF a c f u (Gu 0) →
φ =ᵐ[domainMeasure Ω01] u) := by
sorry
end PDETextbook.LarssonThomee.Thm25
How to read the formalization
- Weak derivatives are supplied explicitly; the energy uses those derivatives rather than assuming classical differentiability.