Rank of Independent Subset Equals Cardinality
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Theorem
Let $M = \struct {S, \mathscr I}$ be a matroid.
Let $\rho : \powerset S \to \Z$ be the rank function of $M$.
Let $X \in \mathscr I$
Then:
- $\map \rho X = \size X$
Proof
\(\ds \map \rho X\) | \(=\) | \(\ds \max \set {\size Y : Y \subseteq X \land X \in \mathscr I}\) | Definition of Rank Function (Matroid) | |||||||||||
\(\ds \) | \(=\) | \(\ds \max \set {\size Y : Y \in \powerset X \land X \in \mathscr I}\) | Definition of Power Set of $X$ | |||||||||||
\(\ds \) | \(=\) | \(\ds \max \set {\size Y : Y \in \powerset X \cap \mathscr I}\) | Definition of Intersection | |||||||||||
\(\ds \) | \(=\) | \(\ds \max \set {\size Y : Y \in \powerset X}\) | Matroid axiom $(\text I 2)$ | |||||||||||
\(\ds \) | \(=\) | \(\ds \size X\) | Cardinality of Proper Subset of Finite Set |
$\blacksquare$