I've done some research, and found this on Wikipedia. \begin{matrix}a\uparrow b=a^{b}=&\underbrace {a\times a\times \dots \times a} \\&b{\mbox{ copies of }}a\end{matrix} \begin{matrix}a\uparrow \uparrow b&={\ ^{b}a}=&\underbrace {a^{a^{{}^{.\,^{.\,^{.\,^{a}}}}}}} &=&\underbrace {a\uparrow (a\uparrow (\dots \uparrow a))} \\&&b{\mbox{ copies of }}a&&b{\mbox{ copies of }}a\end{matrix} I'm still a bit confused on this topic. I've done a lot of research, but I can't seem to understand this. Could somebody explain this in an understandable way? From what I can gather, for example 2↑↑3 would be 2^2^2 = 16? Then 2↑↑↑3 would be 2^2^2^2 = 256? Am I correct, or have I mis-interpreted this?
How exactly does Knuth's Up-Arrow notation work?
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You're correct that $2↑↑3$ is $16$. It looks like you've miscalculated $2↑↑↑3$ though; it is larger than $256$.
$2↑↑↑3$ can be written as $2↑↑(2↑↑2)$. We have that $2↑↑2 = 2^2 = 4$, so we need to calculate $2↑↑4$.
This is a tower of four twos: $2^{2^{2^2}} = 2^{2^4} = 2^{16} = 65536$.
Just to get more of a feel for the arrow-notation and how rapidly the numbers can grow, let's extend the example one stage further in a couple of different ways.
First, what about $2↑↑↑4$? This is the same as $2↑↑(2↑↑(2↑↑2))$ which, using the working above, we know is $2↑↑65536$. In words, this is a tower of $65336$ twos!
Second, what if we had four arrows? It turns out that $2↑↑↑↑3$ is $2↑↑↑(2↑↑↑2)$ which is $2↑↑↑4$. Unravelling the arrows again, this is $2↑↑(2↑↑(2↑↑2))$. We're back to the first example: a tower of $65536$ twos.
Close! The idea behind the up-arrow notation is the so called Hyperoperation Sequence, which goes like:
a^bon a calculator for computing $a^b$.So on and so forth until you get a stack overflow. The best way to think of this is as writing a recursive program for a computer. In principle, you could program a computer to compute $2^3$ the following way: $$2^3 = 2*(2*2) = 2+2 + 2+ 2 = 2+1+1+1+1+1+1.$$
As for your example: $$\ ^3 2= 2 \uparrow \uparrow 3= \underset{3 \text{ copies}}{\underbrace{2 \uparrow (2 \uparrow 2)}} = 2 \uparrow \underset{2 \text{ copies}}{\underbrace{(2*2)}} = 2 \uparrow 4 = \underset{4 \text{ copies}}{\underbrace{2*2*2*2}} = 16.$$ Notice that we could have been even more recursive in our expansion.
Moving on to pentation (repeated tetration (repeated exponentiation(...))): \begin{align*} 2 \uparrow \uparrow \uparrow 3 &= \underset{3 \text{ copies}}{\underbrace{ 2 \uparrow \uparrow ( 2 \uparrow \uparrow 2) }} \\ &= 2 \uparrow \uparrow ( \underset{2 \text{ copies}}{\underbrace{2^2}}) \\ &= 2 \uparrow \uparrow 4 \\ &= \underset{4 \text{ copies}}{\underbrace{2^{2^{2^2}} }} \\ &= 2^{2^4} \\ &= 2^{16} \\ &= 65536. \end{align*} Again, notice that we could be even more explicit and break the recursion all the way down to the successor function: $$2 \uparrow \uparrow \uparrow 3 = 2 + \underset{\text{many many copies}}{\underbrace{1 +1 \cdots + 1}}$$
Edited to add: more examples!
$2 \uparrow \uparrow \uparrow 2 = \underset{2\text{ copies}}{\underbrace{ 2 \uparrow \uparrow 2}} = \underset{2\text{ copies}}{\underbrace{ 2 \uparrow 2 }} = \underset{2\text{ copies}}{\underbrace{ 2*2}} = \underset{2\text{ copies}}{\underbrace{ 2+2}} = 4$. Up-arrows to the second is kind of weird. Consider that $a^2 = a*a$ for any $a$. Similarly, $a \uparrow \uparrow 2 = \underset{2\text{ copies}}{\underbrace{a \uparrow a}}$. What can we say, $2$ is weird as an exponent (tetraponent?).
$3 \uparrow \uparrow \uparrow 3 = \underset{3\text{ copies}}{\underbrace{ 3 \uparrow \uparrow (3 \uparrow \uparrow 3)}} = 3 \uparrow \uparrow (\underset{3\text{ copies}}{\underbrace{3^{3^3} }}) = 3 \uparrow \uparrow 7625597484987$ which is $\underset{7625597484987\text{ copies}}{\underbrace{3^{3^{...^3}}}}$