There is something I never understood about Noether currents and I really want to catch it.
I will ask my question with an example but it is in fact a very general question.
We take the Klein Gordon Lagrangian :
$$\mathcal{L}=\partial_\mu \phi \partial^\mu \bar{\phi}-m^2 \phi \bar{\phi}$$
I remark that the following change of my fields will not change my Lagrangian :
$ \phi \rightarrow e^{i \alpha} \phi $
thus there is conserved currents.
To find them, we say : well as the lagrangian doesn't change after this transformation, then I have at first order at least $\delta \mathcal{L}=0$
In an other hand, I can compute $\delta L$ in a general case :
$$ \delta L = \mathcal{L}(\phi + \delta \phi, \bar{\phi}+\delta\bar{\phi},\partial \phi + \delta \partial \phi, \bar{\phi}+\partial \bar{\phi} )-\mathcal{L}(\phi, \bar{\phi},\partial \phi, \bar{\phi}) $$
$$\delta L = \frac{\partial \mathcal{L}}{\partial \phi} \delta \phi + \frac{\partial \mathcal{L}}{\partial \bar{\phi}} \delta \bar{\phi}+\frac{\partial \mathcal{L}}{\partial (\partial_\mu \phi)}\delta(\partial_\mu \phi)+\frac{\partial \mathcal{L}}{\partial (\partial_\mu \bar{\phi})}\delta(\partial_\mu \bar{\phi})$$
As I can change $\delta$ and $\partial_\mu$, and after using the formula for the derivative of a product, I have :
$$\delta L = (\frac{\partial \mathcal{L}}{\partial \phi} -\partial_\mu [\frac{\partial \mathcal{L}}{\partial (\partial_\mu \phi)}])\delta \phi + (\frac{\partial \mathcal{L}}{\partial \bar{\phi}} -\partial_\mu[\frac{\partial \mathcal{L}}{\partial (\partial_\mu \bar{\phi})}])\delta \bar{\phi}+\partial_\mu [\frac{\partial \mathcal{L}}{\partial (\partial_\mu \phi)} \delta \phi+ \frac{\partial \mathcal{L}}{\partial (\partial_\mu \bar{\phi})} \delta \bar{\phi}]$$
If the equation of motions are satisfied, I can remove the two first terms.
I end up with :
$$\delta L =\partial_\mu [\frac{\partial \mathcal{L}}{\partial (\partial_\mu \phi)} \delta \phi + \frac{\partial \mathcal{L}}{\partial (\partial_\mu \bar{\phi})} \delta \bar{\phi}]$$
And now, as My lagrangian did'nt change with my transformation, it didn't change in particular at first order. Thus $\delta \mathcal{L}=0$, thus I have the 4-current : $j^\mu=\frac{\partial \mathcal{L}}{\partial (\partial_\mu \phi)} \delta \phi + \frac{\partial \mathcal{L}}{\partial (\partial_\mu \bar{\phi})} \delta \bar{\phi}$ that is my conserved quantity. By conserved current it means its 4-divergence is $0$.
(When I replace, I end up with : $j^\mu=i \alpha(\phi \partial^\mu \bar{\phi}-\bar{\phi}\partial^\mu \phi)$)
What I don't understand :
To do all the calculation we assumed our variation in regard to $\phi$ or to $\bar{\phi}$ are independent. Indeed when we compute $\frac{\partial \mathcal{L}}{\partial \phi}$ we do it at the other variables constants.
But here it is not the case, indeed, I have $\delta \phi = i \alpha \phi$ and $\delta \bar{\phi} = -i \alpha \bar{\phi}$. Thus, if $\phi$ varies, it means $\alpha \neq 0$ and thus $\bar{\phi}$ also varies. So, $\delta \phi_{\bar{\phi}=cte}$ is not possible. So our first order development can't be made.
Where am I wrong with what I say?
To be more specific with my question :
If I would have calculated $\delta \mathcal{L}$ in terms of $\alpha$, it means :
$$ \delta \mathcal{L}= \mathcal{L}(\alpha+d\alpha)-\mathcal{L}(\alpha)$$
I would end up with $0=0$ which make senses because if the Lagrangian does'nt vary for the total transformation, it will not vary for an infinitesimal one.
But why when I reason with a general variation of the fields and at the end I say "oh, finally, $\delta \phi=-i \alpha \phi$ and $\delta \bar{\phi}=+ i\alpha \bar{\phi}$". I would have more information than saying from the beginning that I transform with a parameter $\alpha$ and calculating the variation on the lagrangian along this parameter $\alpha$ (in this case I get the useless equation $0=0$).