OAI/Probability/InvariantIsing/Cavity/CavityBlockFactor.lean
10 declarations, 0 contain sorry, 0 declared as axioms
Exact finite-volume algebra for the coupled cavity comparison. The spectral coupling and its Gaussian limit are separate source obligations.
- def
OAI.InvariantIsing.cavityQuadraticline 15 - def
OAI.InvariantIsing.cavityLogFactorline 18 - lemma
OAI.InvariantIsing.cavityQuadratic_subline 24 - theorem
OAI.InvariantIsing.cavity_block_factorline 30Source documentation
The exact exponent difference in
cav:factor, with no commutativity assumption on the two symmetric special-coordinate blocks.theorem cavity_block_factor {d n : ℕ} (A A0 : Matrix (Fin d) (Fin d) ℝ) (L : Matrix (Fin d) (Fin n) ℝ) (C : Matrix (Fin n) (Fin n) ℝ) (y : Fin d → ℝ) (ε : Spin n) : (1 / 2 : ℝ) * (∑ i : Fin d ⊕ Fin n, ∑ j : Fin d ⊕ Fin n, Sum.elim y (fun a => spinValue (ε a)) i * (Matrix.fromBlocks A L L.transpose C) i j * Sum.elim y (fun a => spinValue (ε a)) j) - cavityQuadratic A0 y = cavityLogFactor (A - A0) L C y ε := by …Mentions: OAI.InvariantIsing.Spin, OAI.InvariantIsing.spinValue, OAI.InvariantIsing.cavityQuadratic, OAI.InvariantIsing.cavityLogFactor
- def
OAI.InvariantIsing.cavityFactorMeanline 57Source documentation
The base Gibbs law times the independent uniform probability on the cavity cube, evaluated on the positive cavity factor.
def cavityFactorMean {N n : ℕ} (H : Spin N → ℝ) (V : Spin N → Spin n → ℝ) : ℝ := …Mentions: OAI.InvariantIsing.Spin
- lemma
OAI.InvariantIsing.cavityFactorMean_eq_gibbsAverageline 61 - lemma
OAI.InvariantIsing.cavityFactorMean_eq_ratioline 71 - lemma
OAI.InvariantIsing.cavityFactorMean_posline 82 - theorem
OAI.InvariantIsing.logPartition_cavity_incrementline 90Source documentation
Exact finite log-partition increment for probability-normalized partition functions, at the base endpoint of the cavity interpolation.
theorem logPartition_cavity_increment {N n : ℕ} (H : Spin N → ℝ) (V : Spin N → Spin n → ℝ) : logPartition (fun x : Spin N × Spin n => H x.1 + V x.1 x.2) - logPartition H = Real.log (cavityFactorMean H V) := by …Mentions: OAI.InvariantIsing.Spin, OAI.InvariantIsing.logPartition, OAI.InvariantIsing.cavityFactorMean
- theorem
OAI.InvariantIsing.logPartition_cavityBlock_incrementline 105