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Triangle Inequality

The triangle inequality states that the length of any side of a triangle is less than or equal to the sum of the lengths of the other two sides, with equality occurring only when the triangle degenerates to a line. In $ {\bf C}^N$, this becomes

$\displaystyle \zbox {\Vert\underline{x}+\underline{y}\Vert \leq \Vert\underline{x}\Vert + \Vert\underline{y}\Vert.}
$

We can show this quickly using the Schwarz Inequality:

\begin{eqnarray*}
\Vert\underline{x}+\underline{y}\Vert^2 &=& \left<\underline{x...
...y}\Vert &\leq& \Vert\underline{x}\Vert + \Vert\underline{y}\Vert
\end{eqnarray*}


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``Mathematics of the Discrete Fourier Transform (DFT), with Music and Audio Applications'', by Julius O. Smith III, W3K Publishing, 2003, ISBN 0-9745607-0-7.

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