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Matrix norm
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===Square matrices=== Suppose <math>\|\cdot\|_{\alpha, \alpha}</math> is an operator norm on the space of square matrices <math>K^{n \times n}</math> induced by vector norms <math>\|\cdot\|_{\alpha}</math> and <math>\|\cdot\|_\alpha</math>. Then, the operator norm is a sub-multiplicative matrix norm: <math display="block">\|AB\|_{\alpha, \alpha} \leq \|A\|_{\alpha, \alpha} \|B\|_{\alpha, \alpha}.</math> Moreover, any such norm satisfies the inequality {{NumBlk||<math display="block">(\|A^r\|_{\alpha, \alpha})^{1/r} \ge \rho(A) </math> | {{EquationRef|1}}}} for all positive integers ''r'', where {{math|''Ο''(''A'')}} is the [[spectral radius]] of {{mvar|A}}. For [[Symmetric matrix|symmetric]] or [[Hermitian matrix|hermitian]] {{mvar|A}}, we have equality in ({{EquationNote|1}}) for the 2-norm, since in this case the 2-norm ''is'' precisely the spectral radius of {{mvar|A}}. For an arbitrary matrix, we may not have equality for any norm; a counterexample would be <math display="block">A = \begin{bmatrix} 0 & 1 \\ 0 & 0 \end{bmatrix},</math> which has vanishing spectral radius. In any case, for any matrix norm, we have the [[Spectral radius#Gelfand's formula|spectral radius formula]]: <math display="block">\lim_{r\to\infty}\|A^r\|^{1/r}=\rho(A). </math>
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