Canonical Transformation of Parabolic PDEs

In summary, the method of characteristics can be used to find the second canonical substitution for a parabolic second order PDE. The characteristic curves help determine the form of the substitution, and a possible choice for \eta is a function that is not explicitly dependent on \zeta or vice versa.
  • #1
maverick280857
1,789
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Hi again

I am studying PDEs and came across a solved problem in my textbook, which describes the transformation of a parabolic second order PDE to canonical form. I want to know how to find the second canonical substitution when one has been computed from the characteristic equation.

(PS--This is not a homework problem.)

For instance, suppose the given equation is

[tex]
y^{2}u_{xx} - 2xyu_{xy} + x^{2}u_{yy} = \frac{y^2}{x}u_{x} + \frac{x^2}{y}u_{y}
[/tex]

The solution is as follows:

Compare it with the 'standard' semi-linear second order PDE:

[tex]a(x,y)u_{xx} + 2b(x,y)u_{xy} + c(x,y)u_{yy} = \phi(x,y,u,u_{x},u_{y})[/tex]

to get [itex]a(x,y) = y^{2}[/itex], [itex]b(x,y) = -xy[/itex], [itex]c(x,y) = x^{2}[/itex]. Since [itex]b^{2}-ac = 0[/itex], the equation is parabolic. Considering level curves

[tex]\zeta(x,y) = c_{1}[/tex]
[tex]\eta(x,y) = c_{2}[/tex]

corresponding to the new independent variables [itex](\zeta,\eta)[/itex], the characteristic equation is

[tex]a\left(\frac{dy}{dx}\right)^{2} - 2b\left(\frac{dy}{dx}\right) + c = 0[/tex]

It has a double root [itex]y^{2}+x^{2} = c_{1}[/itex]. Thus

[tex]\zeta(x,y) = x^{2} + y^{2}[/tex]

But this determines only one of the canonical variables. The only condition on [itex]\eta[/itex] is that

[tex]\frac{\partial(\zeta,\eta)}{\partial(x,y)} \neq 0[/tex]

which means that [itex]\eta[/itex] should not be explicitly dependent on [itex]\zeta[/itex] or conversely.

Here, it seems "natural" to take [itex]\eta(x,y) = x^{2}-y^{2}[/itex]. But how does one find a [itex]\eta[/itex] in the general case?

Thanks.
 
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  • #2
In order to find the second canonical substitution in the general case, you can use the method of characteristics. The idea is to look at the curves that are defined by the equation a(x,y)u_{xx} + 2b(x,y)u_{xy} + c(x,y)u_{yy} = 0. These curves are known as the characteristic curves and they help determine the form of the canonical substitution. Let us apply this method to the equation given in the question:y^{2}u_{xx} - 2xyu_{xy} + x^{2}u_{yy} = \frac{y^2}{x}u_{x} + \frac{x^2}{y}u_{y}The characteristic equation is:a\left(\frac{dy}{dx}\right)^{2} - 2b\left(\frac{dy}{dx}\right) + c = 0where a = y^2, b = -xy, c = x^2. This equation has a double root y^2 + x^2 = c_1. Therefore, one possible substitution is: \zeta = x^2 + y^2To find the second substitution, we need to find a function \eta such that \frac{\partial(\zeta,\eta)}{\partial(x,y)} \neq 0. This means that \eta should not be explicitly dependent on \zeta or vice versa. A possible choice for \eta is:\eta = xyTherefore, the two canonical substitutions are: \zeta = x^2 + y^2\eta = xy
 
  • #3


To find the second canonical variable \eta, we can use the fact that the characteristic equation gives us a relation between the two variables \zeta and \eta. In this case, the characteristic equation is y^{2}+x^{2} = c_{1}, which can also be written as \zeta = c_{1} - \eta. This means that \eta can be expressed in terms of \zeta as \eta = c_{1} - \zeta. However, we still need to ensure that \eta is not explicitly dependent on \zeta, which can be done by choosing a suitable constant c_{1}. In this case, we can choose c_{1} = 0, which gives us \eta = -\zeta. Therefore, the second canonical variable is \eta = -x^{2}-y^{2}.

In general, to find the second canonical variable, we can use the characteristic equation to express one variable in terms of the other and then choose a suitable constant to ensure that the second variable is not explicitly dependent on the first. This process may require some trial and error, but it is based on the fundamental idea that the characteristic equation relates the two canonical variables.
 

Related to Canonical Transformation of Parabolic PDEs

1. What is a canonical transformation?

A canonical transformation is a mathematical technique used to transform one set of variables into another in order to simplify the equations or make them more solvable. In the context of parabolic PDEs, a canonical transformation can be used to transform a given parabolic PDE into a simpler form, often a standard form or a canonical form, which is easier to solve.

2. Why are canonical transformations used in the study of parabolic PDEs?

Canonical transformations are used in the study of parabolic PDEs because they can help simplify and solve complicated equations. They can also reveal important properties and characteristics of the PDE, such as symmetries and conservation laws. Additionally, canonical transformations can help transform a PDE into a more familiar form, making it easier to apply known solution techniques.

3. How is a canonical transformation performed on a parabolic PDE?

A canonical transformation of a parabolic PDE involves finding a transformation of variables that simplifies the equation. This can be done by first determining a set of new variables, then solving for the transformation equations. The transformed PDE will have the same solution as the original PDE, but in terms of the new variables.

4. Are there any limitations to using canonical transformations on parabolic PDEs?

There are some limitations to using canonical transformations on parabolic PDEs. The transformation must be well-defined and invertible, meaning that it must be possible to transform back to the original variables. Additionally, some PDEs may be too complex to be simplified by a single canonical transformation, and multiple transformations may be needed.

5. Can canonical transformations be used for any type of parabolic PDE?

Canonical transformations can be used for a wide range of parabolic PDEs, including linear and nonlinear PDEs. However, the success of a canonical transformation in simplifying a PDE may depend on the specific form and properties of the PDE. It is important to carefully choose the transformation and ensure that it is valid for the given PDE.

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