OS4 — Shared Infrastructure #
Shared lemmas for os4Clustering and OS4Ergodicity:
- Time translation duality: ⟨T_s ω, g⟩ = ⟨ω, T_{−s} g⟩
- GFF MGF formula: 𝔼[e^{⟨ω,f⟩}] = exp(½ S₂(f,f)) and its time-translation invariance
- Joint MGF factorization: 𝔼[e^{⟨ω,f+T_{−s}g⟩}] = E_f · E_g · exp(S₂(f, T_{−s}g))
- Exponential bound: |e^z − 1| ≤ |z| · e^{|z|}
Time Translation Infrastructure #
We re-export the core TimeTranslation API so that importers of OS4infra get these names in scope without a separate TimeTranslation import.
Time Translation Decomposition Lemmas #
Time translation commutes with real part extraction for complex Schwartz functions.
Time translation commutes with imaginary part extraction for complex Schwartz functions.
Time translation on distributions is compatible with complex pairing. ⟨T_s ω, g⟩ℂ = ⟨ω, T{-s} g⟩_ℂ
Continuity of Complex Pairing under Time Translation #
s ↦ ⟨T_s ω, g⟩_ℂ is continuous. Uses the proved continuous_timeTranslationSchwartz.
Euclidean Group Infrastructure for Time Translation #
Time translation as a Euclidean group element. timeTranslationE t = (1, -timeShiftConst t) where 1 is the identity rotation.
Equations
- OS4infra.timeTranslationE t = { R := 1, t := -TimeTranslation.timeShiftConst t }
Instances For
The Euclidean action of timeTranslationE equals timeTranslationSchwartzℂ.
GFF Covariance Invariance #
The GFF covariance is invariant under simultaneous time translation.
GFF Moment Generating Function #
MGF formula for GFF: ∫ exp(⟨ω,J⟩) dμ = exp(+(1/2) * C(J,J)). This follows from the characteristic function formula via substitution J → (-I)•J.
The GFF generating function is invariant under time translation.
Joint MGF Factorization #
Joint MGF factorization for GFF. E[e^{⟨ω,f⟩+⟨ω,g⟩}] = E[e^{⟨ω,f⟩}] E[e^{⟨ω,g⟩}] e^{C(f,g)} This follows from the GFF being Gaussian.