TheoremBase

Existence and Uniqueness of the Operator Norm

Statement

Let VV be a complex vector space equipped with a norm ∥⋅∥\lVert\cdot\rVert, and let TT be a bounded linear operator on VV. Let BTB_{T} denote the set of those real numbers that are of the form ∥T(u)∥\lVert T(u)\rVert for some u∈Vu\in V with ∥u∥≤1\lVert u\rVert\le1, the order being that of the ordered field of real numbers.

Then TT has exactly one operator norm, and it is the least upper bound of BTB_{T}. We write ∥T∥op\lVert T\rVert_{\mathrm{op}} for this number, the subscript distinguishing it from the norm ∥⋅∥\lVert\cdot\rVert of vectors in VV.

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