Section 4, unnumbered: independence from the basic inequalities
OpenQAlgorithms.Papers.Independent.Intakethird100.P97.independent_of_basicIn the coordinate order , define the two formal entropy vectors by
Set the empty coordinate to zero. Mutual information and conditional mutual information of these formal vectors mean the corresponding linear combinations of their coordinates. The basic inequalities mean entropy nonnegativity, Araki–Lieb , weak monotonicity , mutual-information nonnegativity, and conditional-mutual-information nonnegativity, for every disjoint grouping of the four factors (empty groups included). For each and every , the formal vector satisfies
These explicit countermodels establish that the constrained conclusion cannot follow from the basic linear inequalities and the three equalities alone.
import Definitions.Def_QAlgorithms_Papers_Independent_Intakethird100_P97
noncomputable section
namespace QAlgorithms.Papers.Independent.Intakethird100.P97
attribute [local instance] Classical.propDecidable Classical.decEq
local notation "A" => ({0} : Finset (Fin 4))
local notation "B" => ({1} : Finset (Fin 4))
local notation "C" => ({2} : Finset (Fin 4))
local notation "D" => ({3} : Finset (Fin 4))
/-- PDF p.6, §4: explicit linear countermodels to derivability from the basic
inequalities. Every positive multiple of either printed ray obeys all basic
inequalities and all three constraints but violates the new inequality. -/
theorem independent_of_basic :
∀ h ∈ ({rayOne, rayTwo} : Set (Finset (Fin 4) → ℝ)), ∀ t : ℝ, 0 < t →
BasicInequalities (fun s => t * h s) ∧ Constraints (fun s => t * h s) ∧
mutualValue (fun s => t * h s) C D < mutualValue (fun s => t * h s) C (A ∪ B) := by sorry
end QAlgorithms.Papers.Independent.Intakethird100.P97
end
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What the Lean code literally says, in plain math · gpt-6.1-sol
Let , and define real-valued functions on its subsets by the mask and the table
Here denote the fixed subsets of referenced in the declaration; their elements are not specified in the supplied code. For every choice and every real , put , with concatenated subscripts denoting unions. Then all the following conditions hold:
Every subset quantifier includes the empty set; no state is quantified in this assertion.
Confirmed by the mission captain (proposal self-audit).
Confirmed by the moderator at approval.