Fourier Transforms: Why Can't Homogeneous PDEs Be Solved?

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In summary, completely Fourier transforming both sides of a homogeneous PDE, such as the diffusion equation, will result in an algebraic equation that cannot be easily solved. This is because both sides of the equation depend on both the spatial and time variables, making it difficult to integrate around the poles. Different approaches may be needed, depending on the specific boundary conditions.
  • #1
JohnSimpson
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Why can't homogeneous PDEs be solved by completely Fourier transforming both sides, down to an algebraic equation.

To clarify, consider the diffusion equation Del-Squared u = du/dt

If we Fourier transform both sides with respect to all 3 spatial variables and the time variable, we have something along the lines of

k^2 U = omega*U

which I can't seem to do anything useful with. What am I missing, or, if I'm not missing anything, is there a deeper reason behind why this approach won't work?
 
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  • #2
The right side doesn't depend on the spatial variables, and the left side on the time variable, hence if you just Fourier transform mindlessly, you will get dirac deltas everywhere
 
  • #3
both sides depend on both space and time though, since on both sides we have u(x,y,z,t)
 
  • #4
You can use a four-dimensional Fourier transform, yes. Then solve the equation algebraically for U(k, w) and take the inverse transform.

The problem you will run into is how to integrate around the poles. There are several different possibilities, each of which ultimately depends on the boundary conditions.
 

1. What is a Fourier Transform?

A Fourier Transform is a mathematical tool used to decompose a signal or function into its constituent frequencies. It converts a function in the time or space domain into a function in the frequency domain.

2. What are Homogeneous PDEs?

Homogeneous Partial Differential Equations (PDEs) are equations that involve multiple variables and their partial derivatives. In these equations, each term contains at least one derivative of the dependent variable and the coefficients do not depend on the independent variables.

3. Why can't Homogeneous PDEs be solved?

Homogeneous PDEs cannot be solved analytically because they do not have a closed-form solution, meaning there is no formula or expression that can directly give the solution. Instead, numerical methods must be used to approximate the solution.

4. How are Fourier Transforms used in solving Homogeneous PDEs?

Fourier Transforms are used to convert the Homogeneous PDE into an algebraic equation in the frequency domain. This makes it easier to solve the equation using numerical methods, as the derivatives become algebraic operations. After solving in the frequency domain, the solution is then transformed back to the time or space domain.

5. Are there any limitations to using Fourier Transforms in solving Homogeneous PDEs?

Yes, there are limitations to using Fourier Transforms. The function or signal must be continuous and have a finite number of discontinuities. Additionally, the function should also have a finite integral and be square-integrable. These limitations may not hold for all functions, making it difficult to use Fourier Transforms for solving PDEs.

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