OAI/Probability/InvariantIsing/Fields/PriorMinimumEnvelope.lean

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2 declarations, 0 contain sorry, 0 declared as axioms

Minimum envelopes for the actual fixed-prior model.

  1. lemma OAI.InvariantIsing.priorPerturbationObjective_eq line 12
  2. theorem OAI.InvariantIsing.prior_minimum_envelope_cost line 24

    Source documentation

    A genuine minimum lies within the same uniform cost of the base pressure, and its quadratic penalty is at most twice that cost.

    theorem prior_minimum_envelope_cost {N m n : ℕ}
        (μ : Measure (SpecialOrthogonal N)) (ν : Measure (Spin N × LabeledLeaf n))
        (eig c : Fin N → ℝ)
        (I : Fin m → Finset (Fin N)) (t : ℝ) (h : ℕ → ℝ)
        (u : Fin N → ℝ) (v : Fin m → ℝ)
        (hu : ∀ j, u j ∈ Set.Icc (1 : ℝ) 2) (hv : ∀ a, v a ∈ Set.Icc (1 : ℝ) 2)
        (hmin : ∀ u' v', (∀ j, u' j ∈ Set.Icc (1 : ℝ) 2) →
          (∀ a, v' a ∈ Set.Icc (1 : ℝ) 2) →
          priorPerturbationObjective μ ν eig c I t h u v ≤
            priorPerturbationObjective μ ν eig c I t h u' v')
        (P δ : ℝ)
        (hcost : ∀ u' v', (∀ j, u' j ∈ Set.Icc (1 : ℝ) 2) →
    …

    Mentions: OAI.InvariantIsing.SpecialOrthogonal, OAI.InvariantIsing.Spin, OAI.InvariantIsing.priorPerturbationObjective