How do you find a relation between several functions?

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Suppose you have a set of trigonometric functions, which appear unrelated, however they have some conserved properties.

What are the most common operations to find out a relationship between them?

My suggestion is to determine if their $n^{th}$ derivatives are similar to one another. However, I am not sure.

Take for example $\cos(2x)$, $\cos(20x)$, $\sin(2x)+1$:

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Evidently, they all intersect at $y=1$, and their slope differs 10-fold.

Then take this example over to a set of nonlinear functions, which are more messy in their wave-behaviour. How can the nonlinear terms that relate these nonlinear functions to one another be found?

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de Moivre's formula combined to the Binomial formula are useful to find the expansion of $\cos(nx)$ and $\sin(nx)$.

$$\cos(nx)+i\sin(nx)=(\cos(x)+i\sin(x))^n=\sum_{k=0}^n i^k\binom nk\cos^{n-k}(x)\sin^k(x).$$

You can sometimes eliminate $\cos$ or $\sin$ by means of $\cos^2(x)+\sin^2(x)=1$.