OAI/Geometry/RCD/Coordinates/NonlinearIteration.lean
2 declarations, 0 contain sorry, 0 declared as axioms
The numerical decay step in the harmonic level-set iteration
- theorem
OAI.RegularPointCoordinates.superlinear_geometric_barrierline 16Source documentation
A superlinear recurrence stays below a geometric barrier whenever the two scalar barrier inequalities hold.
theorem superlinear_geometric_barrier {Y : ℕ → ℝ} {C b ε A q : ℝ} (hY : ∀ i, 0 ≤ Y i) (hC : 0 ≤ C) (hb : 0 ≤ b) (hε : 0 < ε) (hA : 0 < A) (hq : 0 < q) (hstart : Y 0 ≤ A) (hAq : C*A^ε ≤ q) (hbq : b*q^ε ≤ 1) (hrec : ∀ i, Y (i+1) ≤ C*b^i*(Y i)^(1+ε)) : ∀ i, Y i ≤ A*q^i := by … - theorem
OAI.RegularPointCoordinates.exists_superlinear_decay_thresholdline 46Source documentation
For each superlinear recurrence there is a positive starting threshold which forces convergence to zero.
theorem exists_superlinear_decay_threshold {C b ε : ℝ} (hC : 0 < C) (hb : 0 < b) (hε : 0 < ε) : ∃ A : ℝ, 0 < A ∧ ∀ Y : ℕ → ℝ, (∀ i, 0 ≤ Y i) → Y 0 ≤ A → (∀ i, Y (i+1) ≤ C*b^i*(Y i)^(1+ε)) → Tendsto Y atTop (𝓝 0) := by …