Calculate distance in 3D space
Imagine I want to determine the distance between points 0,0,0 and 1,2,3.
How is this calculated?
Solution 1:
By using the the Pythagorean theorem twice, you can show that $d((0,0,0),(1,2,3))=\sqrt{\left(\sqrt{1^2+2^2}\right)^2+3^2}=\sqrt{1^2+2^2+3^2}$.
In general, if you have two points $(x_1, \ldots, x_n)$ and $(y_1, \ldots, y_n)$ in $\mathbb{R}^n$, you can use the Pythagorean theorem $n-1$ times to show that the distance between them is $$\sqrt{\displaystyle\sum_{i=1}^n (x_i -y_i)^2}$$
Solution 2:
Here is an illustration:
You want to find $d$, where $d^2 = h^2 + z^2$, and $h^2 = x^2 + y^2$. So
$d^2 = (x^2 + y^2) + z^2$, and therefore $d = \sqrt{x^2 + y^2 + z^2}$
Solution 3:
It's Pythagorean theorem, just like with 2D space.
$||[0, 0, 0]-[1, 2, 3]|| = \sqrt{(0-1)^2+(0-2)^2+(0-3)^2} = \sqrt{1+4+9} = \sqrt{14}$