Find all arithmetic functions f satisfying the given relation

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I'm studying the basic analytic number theory material. As of now, I'm stuck with the practice problem.

The problem is following : Find all arithmetic functions f satisfying the given relation, f * f = e

I don't know where should I begin. Should I start with the definition of convolution? Except for e, which is Multiplicative identity function, is there any other arithmetic functions for this relation?

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"Should I start with the definition of convolution?"

Yes.

$f*g(n)= \sum_{d|n}f(d)g(n/d)$.

So if $f*f(n) =e(n)$ then $f*f(1) = 1$ so $f*f(1) = f(1)f(1) = 1$ so $f*f(1) = \pm 1$.

If $p$ is prime $f*f(p) = f(1)f(p) + f(p)f(1) = \pm 2f(p)=0$ so $f(p) = 0$.

Strong induction. Suppose we assume $f(m*p) = 0$ for all $m \le n$. (we did the base case with $n = 1$) can we show $f((n+1)p)=0$?

$f*f((n+1)p) = f(1)f((n+1)p) + \sum_{d|n}f(d*p)f(n/d) + \sum_{d|n}f(d)f(p*n/d) + f((n+1)p)f(1) = $

$ f(1)f((n+1)p) + \sum_{d|n}0*f(n/d) + \sum_{d|n}f(d)*0 + f((n+1)p)f(1) =$

$\pm 2f((n+1)p)f(1)= 2f((n+1)p)=0$

So $f((n+1)p) = 0$.

Thus for all $n = m*p$ for some prime, which is to say, for all $n \ne 1$ we have $f(n) = 0$.

So $f(1) = \pm 1$ and $f(n) = 0$ if $n \ne 1$. So $f(n) = \pm e(n)$.