PDE: a traveling wave solution to the diffusion equation

In summary, the conversation discusses the traveling wave u(x,t) = f(x - at) and its solutions for the wave equation and diffusion equation. It is shown that for the wave equation, the speed must be a = \pm c unless f is a linear function. For the diffusion equation, f can be any function that satisfies a simple ODE obtained by plugging f(x-at) into the equation.
  • #1
bobcat817
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0

Homework Statement



Consider a traveling wave u(x,t) =f(x - at) where f is a given function of one variable.
(a) If it is a solution of the wave equation, show that the speed must be [tex]a = \pm c[/tex] (unless f is a linear function).
(b) If it is a solution of the diffusion equation, find f and show that the speed a is arbitrary.

Homework Equations



Wave: u(x,t) = f(x+ct) + g(x-ct) and [tex]u_{tt} = c^2u_{xx}[/tex]

Diffusion: [tex]u_{t} = ku_{xx}[/tex] and [tex]u(x,t) = \frac{1}{\sqrt{4kt\pi}}\int^{\infty}_{-\infty}e^{-(x-y)^2/4kt}\phi(y)dy[/tex]

The Attempt at a Solution



(a) The wave equation is [tex] u_{tt} = c^2u_{xx}[/tex] with the general solutions u(x,t) = f(x + ct) + g(x - ct), so for the solution to be u(x,t) = f(x-at), [tex]a = \pm c[/tex]. If f is linear, then [tex]u_{tt} =u_{xx}=0[/tex], so it doesn't matter what a equals.

(b) [tex]u(x,t) = f(x-at) = \frac{1}{\sqrt{4kt\pi}}\int^{\infty}_{-\infty}e^{-(x-y)^2/4kt}\phi(y)dy[/tex] I don't know where to go from here.
 
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  • #2
Plug f(x-at) into the diffusion equation. You will get a simple ODE for f', from which you can obtain all the possible f so that f(x-at) satisfies the PDE.
 

1. What is the diffusion equation and how does it relate to PDE?

The diffusion equation is a mathematical model used to describe the spread of a substance or energy from an area of high concentration to an area of low concentration. It is a partial differential equation (PDE) because it involves the partial derivatives of the substance or energy with respect to both time and space. The traveling wave solution to the diffusion equation is a specific type of solution that describes the propagation of a disturbance or wave through a medium.

2. How is the traveling wave solution to the diffusion equation useful in scientific research?

The traveling wave solution to the diffusion equation has many applications in scientific research, particularly in fields such as physics, chemistry, and biology. It can be used to model the spread of heat, chemical reactions, and the diffusion of molecules or particles in various systems. This solution is also useful in studying the behavior of waves in different mediums and can provide insights into natural phenomena such as the spread of diseases or the movement of ocean currents.

3. What are the key components of a traveling wave solution to the diffusion equation?

The key components of a traveling wave solution to the diffusion equation are the amplitude, speed, and shape of the wave. The amplitude represents the maximum height or intensity of the wave, while the speed describes how quickly the wave propagates through the medium. The shape of the wave is determined by the specific parameters and initial conditions of the diffusion equation and can vary depending on the system being modeled.

4. How is the traveling wave solution to the diffusion equation different from other types of solutions?

The traveling wave solution to the diffusion equation is unique in that it describes a disturbance that moves through a medium without changing shape or losing energy. This is in contrast to other types of solutions that may involve diffusing or dissipating energy over time. The traveling wave solution also has a specific mathematical form that can be used to solve for the wave's behavior at any point in time and space.

5. Are there any limitations or assumptions associated with using the traveling wave solution to the diffusion equation?

Like any mathematical model, the traveling wave solution to the diffusion equation has some limitations and assumptions. It assumes that the medium is homogeneous and isotropic, meaning that the properties of the medium are the same in all directions. It also assumes that the wave is propagating in only one direction and that the diffusion coefficient is constant. These assumptions may not hold true in all real-world situations, so it is important to carefully consider the applicability of this solution when using it in scientific research.

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