# The Pythagorean Theorem in N-Space

## GUIDE: Mathematics of the Discrete Fourier Transform (DFT) - Julius O. Smith III. The Pythagorean Theorem in N-Space

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## The Pythagorean Theorem in N-Space

In 2D, the Pythagorean Theorem says that when and are orthogonal, as in Fig. 6.8, (i.e., when the triangle formed by , , and , with translated to the tip of , is a right triangle), then we have This relationship generalizes to dimensions, as we can easily show: If , then and the Pythagorean Theorem holds in dimensions. If, on the other hand, we assume the Pythagorean Theorem holds, then since all norms are positive unless or is zero, we must have . Finally, if or is zero, the result holds trivially.

Note that we also have an alternate version of the Pythagorean theorem: << Previous page  TOC  INDEX  Next page >>