Solving a PDE with Boundary Conditions: A Minimization Problem

In summary, a PDE, or partial differential equation, is a mathematical equation that involves multiple independent variables and their partial derivatives. Boundary conditions play a role in solving a PDE by providing specific constraints at the boundaries of the domain. A minimization problem in relation to solving a PDE with boundary conditions involves finding the solution that minimizes a certain quantity while also satisfying the given boundary conditions. Common methods for solving PDEs with boundary conditions include separation of variables, finite difference methods, finite element methods, and spectral methods. These methods are used in various real-life applications such as physics, engineering, and finance to model and understand natural phenomena.
  • #1
yakamozyu
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Homework Statement



Let Ω[itex]\subset[/itex]R2 be a region with boundary [itex]\Gamma[/itex]=[itex]\Gamma[/itex]1[itex]\bigcup[/itex][itex]\Gamma[/itex]2. On Ω we must solve the PDE

[tex]-{div}(\frac{h^{3}}{12\mu}{grad} p+\frac{h}{2}{u})+kp=f[/tex]


with h and f functions of the spatial coordinates, \mu and k given constants, u a given constant velocity vector and the pressure p unknown. The boundary conditions fot this PDE are:

p = p0 on [itex]\Gamma[/itex]1

(n, \frac{h^{3}}{12\mu}{grad} p+\frac{h}{2}{u} ) = 0 on [itex]\Gamma[/itex]2

n is the outward normal and p0 a given pressure.

Derive the minimization problem corresponding to the PDE, with boundary conditions.






Can anyone give me some hints about this problem? I don't know where to start.
Thanks in advance! :)
 
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  • #2





To start, we can rewrite the PDE in a more standard form as follows:

-∇⋅(h^3/12μ∇p + (hu)/2) + kp = f

This is a second-order elliptic PDE with mixed boundary conditions. To derive the minimization problem, we need to use the principle of minimum potential energy. This principle states that the solution to a boundary value problem for a linear elastic system is the one that minimizes the total potential energy of the system.

In this case, the total potential energy can be expressed as follows:

Π = ∫Ω{h^3/24μ(∇p)^2 + hpu + kpp} dΩ - ∫Γ2p0(∇p⋅n) dΓ

To minimize Π, we differentiate with respect to p and set it equal to 0:

δΠ/δp = ∫Ω{h^3/12μ∇p⋅∇q + hq + kq} dΩ - ∫Γ2p0(∇q⋅n) dΓ = 0

where q is a test function. This gives us the weak form of the PDE. We can then apply the boundary conditions to obtain:

p = p0 on Γ1

∫Γ2(h^3/12μ∇p + hu)⋅n dΓ = 0

This is the minimization problem corresponding to the PDE, with boundary conditions. I hope this helps!
 

1. What exactly is a PDE?

A PDE, or partial differential equation, is a mathematical equation that involves multiple independent variables and their partial derivatives. It describes how a quantity changes over space and time.

2. How do boundary conditions play a role in solving a PDE?

Boundary conditions are specific constraints that are applied to a PDE at the boundaries of the domain. They help determine the unique solution to the PDE and ensure that it is well-defined and physically meaningful.

3. What is a minimization problem in relation to solving a PDE with boundary conditions?

A minimization problem involves finding the minimum value of a function while satisfying certain constraints. In the context of solving a PDE with boundary conditions, it involves finding the solution that minimizes a certain quantity while also satisfying the given boundary conditions.

4. What are some common methods for solving a PDE with boundary conditions?

Some common methods for solving a PDE with boundary conditions include the method of separation of variables, finite difference methods, finite element methods, and spectral methods. The choice of method depends on the specific PDE and boundary conditions.

5. What are some real-life applications of solving PDEs with boundary conditions?

Solving PDEs with boundary conditions has many real-life applications, such as in physics, engineering, and finance. For example, in fluid dynamics, PDEs are used to model the flow of fluids, and boundary conditions are used to represent physical constraints such as walls or boundaries of a container.

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