Michael K. answered 06/18/19
PhD professional for Math, Physics, and CS Tutoring and Martial Arts
Looking at the idea behind a transform is to substitute (in a well defined manner) variable for another. Now I say substitute but rather it is dependent on the properties of the transform which allow for changing differential equations into algebraic equations...
For the wave equation we have (∇2 + ∂2/∂2t) f(x,t) = 0.
Here the x is a vector in 3-space (x,y,z) and t is time. The nabla is the representation of ∂2/∂2x + ∂2/∂2y + ∂2/∂2z. f(x,t) is an arbitrary function which fits this partial differentiation equation. Note the fact these are partial derivatives...
Now using the definition of a Fourier transform...
If we allow for (x,t) to be represented as a 4-vector (space-time vector) we can apply a 4-dimensional Fourier transform to convert the wave equation...
3D case: spatial coordinates only
F(q,t) = L{f(x,t)} where L{} is the Fourier transform operation.
F(q,t) = ∫_[lb=-∞]_[ub=+∞] e-iq·x * f(x,t) dx
We can then use integration by parts to "undo" the differential equation...
∫_[lb=-∞]_[ub=+∞] e-iq·x * (∇2 + ∂2/∂2t) f(x,t) * dx = 0
∫_[lb=-∞]_[ub=+∞] e-iq·x * (∇2(f(x,t))) * dx + ∫_[lb=-∞]_[ub=+∞] e-iq·x * (∂2/∂2t (f(x,t))) * dx = 0
I1 + I2 = 0
The second term (I2) (that representing the time component) does not change and we can use the definition of F(q) --> I1 + ∂2/∂2t (F(q,t) = 0
Now onto I1...
∫_[lb=-∞]_[ub=+∞] e-iq·x * (∇2(f(x,t))) * dx can be solved using integration by parts...
First round --> u = e-iq·x , dv = ∇2(f(x,t)) * dx , du = -i e-iq·x * q·dx , v = ∇f(x,t)
∫_[lb=-∞]_[ub=+∞] e-iq·x * (∇2(f(x,t))) * dx = ∇f(x,t) * e-iq·x [lb=-∞]_[ub=+∞] + iq ∫_[lb=-∞]_[ub=+∞] e-iq·x * ∇f(x,t)·dx --> 0 + iq ∫_[lb=-∞]_[ub=+∞] e-iq·x * ∇f(x,t)·dx
Therefore...
∫_[lb=-∞]_[ub=+∞] e-iq·x * (∇2(f(x,t))) * dx = iq ∫_[lb=-∞]_[ub=+∞] e-iq·x * ∇f(x,t)·dx
Second round --> u = e-iq·x , dv = ∇(f(x,t))·dx , du = -i e-iq·x * q·dx , v = f(x,t)
∫_[lb=-∞]_[ub=+∞] e-iq·x * ∇f(x,t)·dx = f(x,t) * e-iq·x [lb=-∞]_[ub=+∞] + iq· ∫_[lb=-∞]_[ub=+∞] e-iq·x * f(x,t)dx --> 0 + iq· ∫_[lb=-∞]_[ub=+∞] e-iq·x * f(x,t)dx
Remembering the factor of iq from the first round of integration and using the definition of the Fourier transform we arrive at...
∫_[lb=-∞]_[ub=+∞] e-iq·x * (∇2(f(x,t))) * dx = -q2 * ∫_[lb=-∞]_[ub=+∞] e-iq·x * f(x,t) dx = -q2F(q)
Putting this all together with the temporal derivative yields...
-q2F(q,t) + ∂2/∂2t( F(q,t) ) = 0 --> (-q2 + ∂2/∂2t) F(q,t) = 0
In the 4-dimensional case you would have the 4-vector of q = (Q,q) where the Q is the temporal component.
This would follow the same procedure except we would do the same with temporal derivatives rather than just the spatial derivatives...
In the 4-D case --> (-q2 - Q2) F(q,Q) = 0
Since f(q,t) is arbitrary --> this implies F(q,Q) is also arbitrary and therefore q2 + Q2 = 0
This can solve for q,Q and then one can transform back. Note the ansatz was using e-iq·x which are just plane waves.