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Apr 20, 2011 at 19:35 comment added Federico Poloni The first guess was right --- it's the largest singular value of $M$, or equivalently the ''square root'' of the largest eigenvalue/singular value of $M^TM$. The two concepts coincide for $M^TM$ as it is symmetric positive definite.
Apr 20, 2011 at 13:15 vote accept bobye
Apr 20, 2011 at 11:24 answer added Denis Serre timeline score: 2
Apr 20, 2011 at 11:01 comment added bobye ... the largest singular value of $M^TM$.
Apr 20, 2011 at 11:00 history edited bobye CC BY-SA 3.0
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Apr 20, 2011 at 11:00 comment added bobye Sorry, I got it. The L_2 induced norm is given as the largest singular value of M.
Apr 20, 2011 at 10:55 comment added Denis Serre The trace of $M^TM$ is the square of the Frobenius (=Schur, Hilbert-Schmidt) norm, but this norm is not an induced one. For instance because the norm of $I_n$ is $\sqrt n$ instead of $1$.
Apr 20, 2011 at 10:35 history edited bobye CC BY-SA 3.0
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Apr 20, 2011 at 10:28 history edited bobye CC BY-SA 3.0
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Apr 20, 2011 at 9:56 comment added Suvrit Oops, i read $A$ to be a diagonal matrix, not $A^TA$ as such!
Apr 20, 2011 at 8:41 comment added drbobmeister Maybe this comment is misguided, but bobye only stipulated $U$ and $V$ be diagonal. $A$ is apparently a scalar multiple of an orthogonal matrix, since $A^{T}A/a^{2} =I$.
Apr 20, 2011 at 6:53 history asked bobye CC BY-SA 3.0