I am working on studying infinite products. I know that it is possible to convert an infinite product to an infinite sum using logarithms, where
$$\log \prod s_n = \sum \log s_n$$
My question is, it always possible go from sum to product with $e$, where
$$\exp \sum s_n = \prod e^{s_n}$$
Also, are there any other methods to convert sums into products?
Thanks in advance.
Yes it is possible. This is because $f = \exp(x)$ is a continuous homomorphism from the reals under addition to the reals under multiplication. That is, it is continuous and satisfies the identity $$f(x + y) = f(x)f(y)$$
Now for any such function we have that by definition of a infinite sum
$$ f\left( \sum_{n=1}^\infty s_n \right) = f\left(\lim_{N \to \infty} \sum_{n=1}^N s_n \right)$$
But now by continuity:
$$ f\left(\lim_{N \to \infty} \sum_{n=1}^N s_n \right) = \lim_{N \to \infty} f\left(\sum_{n=1}^N s_n \right) $$
And a finite application of the homomorphism property yields:
$$ \lim_{N \to \infty} f\left(\sum_{n=1}^N s_n \right) = \lim_{N\to\infty} \prod_{n=1}^N f(s_n)$$
But this is the definition of an infinite product. $$ \prod_{n=1}^\infty f(s_n)$$
Now, it turns out the only maps that satisfy these conditions (continuity and homomorpism) are of the form $f(x) = a^x$, for some positive $a$, but these are basically the same.