Download lean/OAI/Probability/ClassicalON/BlockReduction.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.82 kB
| import OAI.Probability.ClassicalON.BlockKernel | |
| namespace OAI | |
| universe uE uV | |
| noncomputable section | |
| open MeasureTheory | |
| open scoped InnerProductSpace BigOperators Classical | |
| namespace ClassicalON | |
| variable {V : Type uV} {E : Type uE} [Fintype V] [Fintype E] | |
| theorem coordinateSpinMean_block_bounds (k : ℕ) (left right : E → V) (b : E → ℝ) | |
| (hb : ∀ e,0 ≤ b e) (x y : V) (C : ℝ) | |
| (hthree : ∀ c : E → ℝ,(∀ e,0 ≤ c e ∧ c e ≤ b e) → | |
| 0 ≤ freeSpinMean 3 left right c (firstSpinProduct x y) ∧ | |
| freeSpinMean 3 left right c (firstSpinProduct x y) ≤ C) : | |
| 0 ≤ freeSpinMean (3+k) left right b (coordinateSpinProduct (3+k) ⟨0,by omega⟩ x y) ∧ | |
| freeSpinMean (3+k) left right b (coordinateSpinProduct (3+k) ⟨0,by omega⟩ x y) ≤ C := by | |
| let : NeZero (3+k) := ⟨by omega⟩ | |
| let W : (V → Spin (3+k)) → ℝ := fun s => Real.exp (freeSpinEnergy (3+k) left right b s) | |
| let F := coordinateSpinProduct (3+k) ⟨0,by omega⟩ x y | |
| have hW : Continuous W := (continuous_freeSpinEnergy _ _ _ _).rexp | |
| have hF : Continuous F := continuous_coordinateSpinProduct _ _ _ _ | |
| have hWF : Continuous (fun s => W s*F s) := hW.mul hF | |
| have hpoint (s : V → Spin (3+k)) : | |
| 0 ≤ (∫ t,W (blockFiberConfiguration k s t)*F (blockFiberConfiguration k s t) ∂freeSpinReference 3) ∧ | |
| (∫ t,W (blockFiberConfiguration k s t)*F (blockFiberConfiguration k s t) ∂freeSpinReference 3) ≤ | |
| C*(∫ t,W (blockFiberConfiguration k s t) ∂freeSpinReference 3) := by | |
| dsimp only [W,F] | |
| rw [block_fiber_numerator,block_fiber_partition] | |
| have h3 := hthree (blockCoupling k left right b s) (blockCoupling_bounds k left right b hb s) | |
| have hr0 : 0 ≤ blockRadius k (s x)*blockRadius k (s y) := | |
| mul_nonneg (blockRadius_nonneg _ _) (blockRadius_nonneg _ _) | |
| have hr1 : blockRadius k (s x)*blockRadius k (s y) ≤ 1 := | |
| (mul_le_of_le_one_left (blockRadius_nonneg _ _) (blockRadius_le_one _ _)).trans | |
| (blockRadius_le_one _ _) | |
| have hD : 0 ≤ Real.exp (blockTailEnergy k left right b s)* | |
| freeSpinPartition 3 left right (blockCoupling k left right b s) := | |
| mul_nonneg (Real.exp_pos _).le (freeSpinPartition_pos _ _ _ _).le | |
| constructor | |
| · exact mul_nonneg hD (mul_nonneg hr0 h3.1) | |
| · calc | |
| _ ≤ (Real.exp (blockTailEnergy k left right b s)* | |
| freeSpinPartition 3 left right (blockCoupling k left right b s))*C := | |
| mul_le_mul_of_nonneg_left | |
| ((mul_le_of_le_one_left h3.1 hr1).trans h3.2) hD | |
| _ = _ := mul_comm _ _ | |
| have hNi : Integrable (fun s : V → Spin (3+k) => | |
| ∫ t,W (blockFiberConfiguration k s t)*F (blockFiberConfiguration k s t) ∂freeSpinReference 3) | |
| (freeSpinReference (3+k)) := | |
| compact_integrable (compact_parametric_integral _ | |
| (hWF.comp (continuous_blockFiberConfiguration k))) | |
| have hDi : Integrable (fun s : V → Spin (3+k) => | |
| ∫ t,W (blockFiberConfiguration k s t) ∂freeSpinReference 3) (freeSpinReference (3+k)) := | |
| compact_integrable (compact_parametric_integral _ | |
| (hW.comp (continuous_blockFiberConfiguration k))) | |
| have hN : 0 ≤ ∫ s,W s*F s ∂freeSpinReference (3+k) := by | |
| rw [integral_freeSpinReference_block k _ hWF] | |
| exact integral_nonneg (fun s => (hpoint s).1) | |
| have hND : (∫ s,W s*F s ∂freeSpinReference (3+k)) ≤ C*(∫ s,W s ∂freeSpinReference (3+k)) := by | |
| rw [integral_freeSpinReference_block k _ hWF,integral_freeSpinReference_block k _ hW,← integral_const_mul] | |
| exact integral_mono hNi (hDi.const_mul C) (fun s => (hpoint s).2) | |
| have hD : 0 < ∫ s,W s ∂freeSpinReference (3+k) := | |
| compact_integral_pos hW (fun _ => Real.exp_pos _) | |
| constructor | |
| · exact div_nonneg hN hD.le | |
| · exact (div_le_iff₀ hD).mpr hND | |
| end ClassicalON | |
| end | |
| end OAI | |