Having a look to my old PDE notes, I have come across with the following problem:
Consider the 2nd order PDE: $$ \varphi_{xx} - \varphi_{xy} = 0, \quad (x,y)\in \mathbb{R}^2, \quad \varphi = \varphi(x,y). $$
The solution of this problem is well known and can be computed in several many ways (characteristics, differential operators, common sense*, etc.):
$$\varphi(x,y) = F(y) + G(x+y),$$ where $F$ and $G$ are arbitrary functions of their respective arguments. But eventually my teacher claimed: $``$ since the coefficients of the PDE are constants, we can proceed as if we were dealing with ODEs and then guess solution of the form:
$$ \varphi(x,y) = A \exp(\alpha x+ \beta y), \quad A, \alpha, \beta \in \mathbb{C},$$
then, after substitution we come up with:
$$ (\alpha^2- \alpha \beta) \, \varphi = 0 $$
which holds for either $\varphi = 0$ (trivial solution) or $\alpha = 0$ or $\alpha = \beta$, for which we can deduce:
$$ \varphi(x,y) = A_1 \exp(\beta y) + A_2 \exp(\beta(x+y)) \color{blue}{\stackrel{\text{magic}}{=}} F(y) + G(x+y)."$$
What are the reasons behind the step before magic appears? I guess this has something to do with the fact that we can sweep on all possibles values of $\beta$ so we can therefore write something like:
$$ \int_B e^{ \beta (x+y) } \, \mathrm{d} \beta := F(x+y), $$ where $B$ is somewhat the set of all posibles values of $\beta$.
Can anybody enlight me about this? Any help will be greatly appreciated.
Cheers!
Edit: (another example)
Consider the Helmholtz $(k \neq 0)$ / Laplace $(k = 0)$ equation: $$z_{xx} + z_{yy} + k^2 z =0, \quad (x,y)\mathbb{R}^2, \quad z = z(x,y),$$ and $k$ is the wave number.
Again, assuming $z = A \exp{(\alpha x+ \beta y)}$ we arrive at: $$ (\alpha^2 + \beta^2 + k^2) z = 0, $$ which yields to $z=0$ or $\alpha = \pm \mathrm{i} \, \sqrt{\beta^2 + k^2}$. Then, magic takes part, but this time in a stronger manner, as my teacher claims:
$$ z(x,y) = \int^{\beta_2}_{\beta_1} A_1(\beta) \, e^{\beta y + \mathrm{i} \, \sqrt{\beta^2 + k^2} x} \, \mathrm{d \beta} + \int^{\beta_4}_{\beta_1} A_2(\beta) \, e^{\beta y - \mathrm{i} \, \sqrt{\beta^2 + k^2} x } \, \mathrm{d}\beta, $$
for $\beta_i$ such that $z$ satisfies the PDE. This time, no closed form of the solution was given but he points out that these integrals resemble somewhat a Fourier and Laplace transforms combination of the unknown functions $A_1$ and $A_2$. At this point, there is utter confusion.
$^*$ i.e., noting that the PDE can be rewritten as $(\varphi_x - \varphi_y)_x = 0$.