I know a function that satifies $\frac{f(x+1)}{f(x)}=2,~f(0)=A$ is $f(x)=A\cdot 2^x$. However, that is because this question is arise in a chapter of exponentiation in a junior-high school textbook, so I can successfully guess it. However, is there a general way to find the unknown function given by such functional equations? Is this related to differential equations?
PS: The question is: If the amount of a kind of bacteria will double every month, and if the original amount is $A$, then write the amount function with respect to month.
I'm interpreting your request for $x \in \mathbb{N}$, rather than $x \in \mathbb{R}$; Michael Burr's answer covers the real case.
Functional equations are in general not easy to solve, but there are various techniques. For your particular example, just list out the first few values of $f$, spot that they look like powers of $2$, and prove by induction that they are powers of $2$.
A more systematic approach to your question might involve generating functions. Consider $$F(y) = \sum_{n=1}^{\infty} f(n) y^n$$ (treating this sum purely formally, without considering questions of convergence; as long as we never attempt to evaluate $F$ at any value of $y$, our resulting manipulations are safe whether or not the sums converge).
Then $$F(y) = \sum_{n=1}^{\infty} 2 f(n-1) y^n = 2y \sum_{n=1}^{\infty} f(n-1) y^{n-1} = 2y (f(0) + F(y))$$ where for the first step we used that $f(n) = 2 f(n-1)$, and for the last step we used that $$f(0) + F(y) = f(0) \times y^0 + \sum_{n=1}^{\infty} f(n)y^n = \sum_{n=0}^{\infty} f(n) y^n = \sum_{n=1}^{\infty} f(n-1) y^{n-1}$$
Therefore $$F(y)(1-2y) = 2y f(0) = 2yA$$ so $$F(y) = \frac{2y}{1-2y} A$$
Finally, $f(n)$ is the coefficient of $y^n$ in that expression, which is easy by the binomial expansion of $(1-2y)^{-1}$: it's $A \times 2^n$.