Display (1), §3.2, p. 16 — χ²(π_{i+1}, π_i) = Z(β_i)Z(2β_{i+1} − β_i)/Z(β_{i+1})² − 1
ProvedQuantumMC.Cooling.chiSq_gibbs_eqchi-squaredgibbs-distributionp2o-batch-pfp2ap2o-gran-per-chapterp2o-plan-paperp2o-v1partition-function
Let be finite, a Hamiltonian with at least one configuration of energy , and a cooling schedule, with Gibbs distributions . Then for every ,
The identity includes the last step , where and . It shows that the Chebyshev cooling condition of Definition 1 is exactly a bound on .
Formalization Note The hypothesis that some has makes , without which is undefined; it is added and disclosed. The bound of the paper's model is not needed for this identity and is omitted.
Preamble
import Mathlib import Definitions.Def_QuantumMC_Cooling_Setting open scoped ENNReal InnerProductSpace
Formal statement
namespace QuantumMC.Cooling
/-- §3.2, display (1), p. 16: along a cooling schedule `0 = β_0 < ⋯ < β_ℓ = ∞`, for every
`i < ℓ` (including `β_{i+1} = ∞`),
`χ²(π_{i+1}, π_i) = Z(β_i) Z(2β_{i+1} - β_i) / Z(β_{i+1})² - 1`. -/
theorem chiSq_gibbs_eq {Ω : Type*} [Fintype Ω] (H : Ω → ℕ) (hZ : ∃ x, H x = 0)
(β : ℕ → ℝ≥0∞) (ℓ : ℕ) (hβ : IsCoolingSchedule β ℓ) (i : ℕ) (hi : i < ℓ) :
chiSq (gibbs H (β (i + 1))) (gibbs H (β i)) =
Z H (β i) * Z H (2 * β (i + 1) - β i) / Z H (β (i + 1)) ^ 2 - 1 := by sorry
end QuantumMC.Cooling
Source
Montanaro, Quantum speedup of Monte Carlo methods, arXiv:1504.06987v3, §3.2, display (1), p. 16
Human review
Confirmed by the mission captain (proposal self-audit).
Confirmed by the moderator at approval.