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Binary Role Minimum Cardinality

Abstract

A sufficient subfamily of binary roles has minimum size equal to the dimension of their span.

Theorem 1.1 (The minimum sufficient subfamily has the span dimension).

Proof. Machine-checked in Lean as D5/S3/ConceptDynamics/LinearSufficiency/BinaryRoleMinimumCardinality.binary_role_minimum_cardinality (✓ std3). ∎

Source. Repository-derived.

Commentary.

Let E be a family of candidate roles in a module over the binary field, and let H be the span of E.

A selected subfamily B is sufficient exactly when it is drawn from E and spans the same submodule. A linearly independent spanning subfamily exists inside E and has cardinality equal to the dimension of H.

Every other sufficient subfamily spans H, so the dimension bound for a generating family forces its cardinality to be at least that value. Thus the displayed value is attained and least.

References

  • Truth anchor: D5/S3/ConceptDynamics/LinearSufficiency/BinaryRoleMinimumCardinality.binary_role_minimum_cardinality