Laplace equation in N dimensional space

In summary, there is no general expression for the solution of Laplace's equation in any set of spaces, as it can be any combination of harmonic functions. In 3D space, these harmonic functions are known as spherical harmonics, which are closely related to the Legendre polynomials. In arbitrary dimensions, the analogous functions are called Gegenbauer functions. However, the Laplace equation can also be solved using the Green function, which varies depending on the dimension of the space. In 3D, the Green function is \frac{1}{\lvert \vec r - \vec r' \rvert}, and in n dimensions, it is \frac{1}{\lvert \vec r - \vec
  • #1
med17k
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0
Is it possible to obtain a general expression for the solution of laplace equation that is valid in an euclidean space with an arbitrary dimension ?
 
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  • #2
I don't think there is a 'general expression for the solution' to laplace's equation in any set of spaces. Solutions of laplace's equation are any combination of harmonic functions.
 
  • #3
Solutions of Laplces's equation are also called harmonic. One special case are the spherical harmonics. In 3D space they are simply known as spherical harmonics and are closely related to the Legendre Polynomials, which are the solution with "magnetic quantum number", [itex]m=0[/itex]. The other functions are called the associated Legendre functions. With the factor [itex]\exp(\mathrm{i} \varphi)[/itex] and normalized this gives the spherical harmonics, [itex]\mathrm{Y}_{lm}(\vartheta,\varphi)[/itex] which are a complete set on the Hilbert space, [itex]\mathrm{L}^2(\mathrm{S}_1)[/itex], i.e., all functions that are defined on the unit sphere in [itex]\mathbb{R}^3[/itex] that are square integrable. For the spherical harmonics one has

[tex]\int_{\mathrm{S}_1} \mathrm{d} \Omega \mathrm{Y}_{lm}^*(\vartheta,\varphi)\mathrm{Y}_{l'm'}(\vartheta,\varphi)=\int_0^{\pi} \mathrm{d} \vartheta \int_0^{2 \pi} \mathrm{d} \varphi \sin \vartheta \mathrm{Y}_{lm}^*(\vartheta,\varphi)\mathrm{Y}_{l'm'}(\vartheta,\varphi)=\delta_{ll'} \delta_{mm'}.[/tex]

Any harmonic function on [itex]\mathbb{R}^3[/itex] then can be expanded in the sense of convergence with respect to the corresponding Hilbert-space norm by

[tex]f(\vec{x})=\sum_{l=0}^{\infty} \sum_{m=-l}^{l} \left [f_{1lm}(r) r^l + f_{2lm} \frac{1}{r^{l+1}} \right ]\mathrm{Y}_{lm}.[/tex]

In arbitrary dimensions the analogues of the spherical harmonics are known as Gegenbauer functions.
 
  • #4
Laplace equation can be solved in 3 dimensional space by separation of variables and also in 4 , 5 and 6 dimensional spaces with cartesian coordinates but If I want to find the solution in N dimensional space is it possible to write a computer algorithm to find the solution for N dimensions
 
  • #5
You don't need spherical harmonics or Gegenbauer polynomials. The Green function for the Laplace equation in 3 dimensions is

[tex]G(\vec r, \vec r') = \frac{1}{\lvert \vec r - \vec r' \rvert}[/tex]

and in n dimensions, it is easy to show that the Green function is

[tex]G(\vec r, \vec r') = \frac{1}{\lvert \vec r - \vec r' \rvert^{n-2}}[/tex]

To show this, write the Laplace equation in spherical coordinates, and assume your solution is a function of r alone. Then the Green function follows by translational invariance.
 

Related to Laplace equation in N dimensional space

What is Laplace's equation in N dimensional space?

Laplace's equation is a second-order partial differential equation that describes the steady-state behavior of a scalar field in N-dimensional space. It is named after the French mathematician Pierre-Simon Laplace.

What is the physical interpretation of Laplace's equation?

Laplace's equation can be used to model physical phenomena such as heat conduction, fluid flow, and electrostatics. It represents the equilibrium state of a system where the rate of change is equal to zero at every point in space.

What is the general form of Laplace's equation in N dimensions?

In N dimensions, Laplace's equation can be written as ∇2u = 0, where ∇2 is the Laplacian operator and u is the scalar field. This means that the sum of the second-order partial derivatives of u with respect to each spatial dimension is equal to zero.

How is Laplace's equation solved in N dimensions?

Laplace's equation can be solved using various mathematical techniques such as separation of variables, Fourier series, and Green's functions. The specific method used will depend on the boundary conditions and symmetries of the problem.

What are the applications of Laplace's equation in N dimensions?

Laplace's equation has many applications in physics, engineering, and mathematics. It is used to model heat transfer, electrostatics, fluid flow, and many other physical processes. It also has applications in image processing, signal analysis, and other fields.

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