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Matrix norm
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===Energy norms=== If the vector norms <math>\|\cdot\|_{\alpha}</math> and <math>\|\cdot\|_{\beta}</math> are given in terms of [[Norm_(mathematics)#Energy_norm|energy norms]] based on [[Symmetric_matrix|symmetric]] [[Definite_matrix|positive definite]] matrices <math>P</math> and <math>Q</math> respectively, the resulting operator norm is given as <math display="block"> \|A\|_{P, Q} = \sup \{ \|Ax\|_Q : \|x\|_P \leq 1 \}. </math> Using the symmetric [[Square_root_of_a_matrix|matrix square roots]] of <math>P</math> and <math>Q</math> respectively, the operator norm can be expressed as the spectral norm of a modified matrix: <math display="block"> \|A\|_{P, Q} = \|Q^{1/2} A P^{-1/2}\|_{2}. </math>
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