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Operator Norm

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Definition

For some linear map AL(Rn;Rm)A\in \mathscr{L}(\mathbb{R}^{n};\mathbb{R}^{m}), the expression ARn,Rm=sup{A(x)RmxRn=1}\lVert A \rVert _{\mathbb{R}^{n},\mathbb{R}^{m}}=\sup\{ \lVert A(\boldsymbol x) \rVert _{\mathbb{R}^{m}}\mid \lVert \boldsymbol x \rVert _{\mathbb{R}^{n}}=1 \}is the operator norm of AA.