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Backward histories

Lax606786.BackwardHistories · concepts/Lax606786/BackwardHistories.lean · lax-606786

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    Natural Language Statement

    Definition

    Let L\mathcal{L} be a cocycle on a Banach space XX over (Ω,σ,μ)(\Omega, \sigma, \mu). A backward history of x∈Xx \in X at ω\omega is a sequence y0=x,y1,y2,…y_0 = x, y_1, y_2, \ldots in XX with

    Lσ−(n+1)ω yn+1=ynfor all n≥0,\mathcal{L}_{\sigma^{-(n+1)}\omega}\, y_{n+1} = y_n \quad \text{for all } n \ge 0,

    so that Lσ−nω(n) yn=x\mathcal{L}^{(n)}_{\sigma^{-n}\omega}\, y_n = x. For c∈[−∞,∞]c \in [-\infty, \infty], Bc(ω)B_c(\omega) is the set of x∈Xx \in X having a backward history that decays at rate cc:

    lim sup⁡n1nlog⁡∥yn∥≤−c,\limsup_n \tfrac1n \log \|y_n\| \le -c,

    that is, for every real b<cb < c, ∥yn∥≤e−bn\|y_n\| \le e^{-bn} for all large nn. In Lean σ−nω\sigma^{-n}\omega is written σ.symm[n]ωσ.symm^[n] ω.

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    Lean source view on GitLab

    1import Lax606786.Cocycles
    2
    3/-!
    4---
    5title: Backward histories
    6type: definition
    7---
    8Let L\mathcal{L} be a cocycle on a Banach space XX over (Ω,σ,μ)(\Omega, \sigma, \mu). A *backward
    9history* of x∈Xx \in X at ω\omega is a sequence y0=x,y1,y2,…y_0 = x, y_1, y_2, \ldots in XX with
    10Lσ−(n+1)ω yn+1=ynfor all n≥0,\mathcal{L}_{\sigma^{-(n+1)}\omega}\, y_{n+1} = y_n \quad \text{for all } n \ge 0,
    11so that Lσ−nω(n) yn=x\mathcal{L}^{(n)}_{\sigma^{-n}\omega}\, y_n = x. For c∈[−∞,∞]c \in [-\infty, \infty],
    12Bc(ω)B_c(\omega) is the set of x∈Xx \in X having a backward history that decays at rate cc:
    13lim sup⁡n1nlog⁡∥yn∥≤−c,\limsup_n \tfrac1n \log \|y_n\| \le -c,
    14that is, for every real b<cb < c, ∥yn∥≤e−bn\|y_n\| \le e^{-bn} for all large nn. In Lean
    15σ−nω\sigma^{-n}\omega is written `σ.symm^[n] ω`.
    16-/
    17
    18namespace Lax606786.BackwardHistories
    19
    20open Filter
    21open Lax606786.Cocycles
    22
    23/-- `B_c(ω)`: the vectors with a backward history along `σ^{-n}ω` decaying at rate `c`. -/
    24def backwardSet {Ω X : Type*} [MeasurableSpace Ω] [StandardBorelSpace Ω]
    25 [NormedAddCommGroup X] [NormedSpace ℝ X] [MeasurableSpace X]
    26 (R : Cocycle Ω X) (ω : Ω) (c : EReal) : Set X :=
    27 {x | ∃ y : ℕ → X, y 0 = x ∧
    28 (∀ n : ℕ, R.L ((R.σ.symm : Ω → Ω)^[n + 1] ω) (y (n + 1)) = y n) ∧
    29 ∀ b : ℝ, (b : EReal) < c → ∀ᶠ n : ℕ in atTop, ‖y n‖ ≤ Real.exp (-b * n)}
    30
    31end Lax606786.BackwardHistories
    32
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