Straightforward question, so if it is applied to every element of a vector that means that every one of them is scaled down exactly length times. How did people come up with this, to make it exactly 1? I am sorry if this is fairly obvious, but I just don't see it.
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By definition of norm we have $\| \alpha x \| = |\alpha|\cdot \|x\|$, so: $$\left\|\frac{x}{\|x\|}\right\| = \frac1{\|x\|} \|x\| = 1$$ |
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