OAI/Combinatorics/ContingencyTables/Sampling/PhysicalSmallEnergy.lean
3 declarations, 0 contain sorry, 0 declared as axioms
Exact energy on the positive physical graph
- lemma
OAI.ContingencyTables.SmallGraphProfiles.fullEdges_verticesline 18 - lemma
OAI.ContingencyTables.SmallGraphProfiles.positive_vertex_is_physicalline 38 - theorem
OAI.ContingencyTables.SmallGraphProfiles.fullEnergy_physical_eqline 49Source documentation
Deleting zero-weight vertices preserves the exact unnormalized energy, not merely an inequality for a restricted class of observables.
theorem fullEnergy_physical_eq (r : I → ℕ) (c : J → ℕ) (U L : ℕ) (B : I → J → ℕ) (hB : ∀ i j,firstPaperSmall r c U i j=true → B i j=U) (H : PhysicalStates (firstPaperSmall r c U) B r c L → ℝ) : fullEnergy r c U L B hB (physicalExtension _ B r c L H)= (∑ x,∑ y,if physicalAdjacent r c U L B hB x y then min (hardMarginal (firstPaperSmall r c U) B r c L (physicalProfile _ B r c L x)) (hardMarginal (firstPaperSmall r c U) B r c L (physicalProfile _ B r c L y))* (H x-H y)^2 else 0)/2 := by …Mentions: OAI.ContingencyTables.SmallGraphProfiles.PhysicalStates, OAI.ContingencyTables.SmallGraphProfiles.fullEnergy, OAI.ContingencyTables.SmallGraphProfiles.physicalExtension, OAI.ContingencyTables.SmallGraphProfiles.physicalAdjacent, OAI.ContingencyTables.SmallGraphProfiles.physicalProfile