TheoremBase

The Operator-Norm Distance between Real Matrices Is a Map

For m, n in N there is exactly one map from pairs of real m x n matrices to the reals whose value at (A, B) is the operator norm of A - B.

Statement

In the setting of Routine Facts Used Without Citation: Arithmetic, Maps, Predicativity and Indices, let m,n∈Nm,n\in\mathbb{N}, with the real matrices Mm×n(R)\mathcal{M}_{m\times n}(\mathbb{R}), their difference A−BA-B, and the operator norm ∥⋅∥\lVert\cdot\rVert, a map Mm×n(R)→R\mathcal{M}_{m\times n}(\mathbb{R})\to\mathbb{R} by The Operator Norm of a Real Matrix §norm.

There is exactly one map d:Mm×n(R)×Mm×n(R)→Rd:\mathcal{M}_{m\times n}(\mathbb{R})\times\mathcal{M}_{m\times n}(\mathbb{R})\to\mathbb{R} with d(A,B)=∥A−B∥d(A,B)=\lVert A-B\rVert for all A,B∈Mm×n(R)A,B\in\mathcal{M}_{m\times n}(\mathbb{R}).

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