Solvability and adjoint equation?

  • Thread starter jollage
  • Start date
In summary, the conversation discusses a common approach for solving differential equations, where a solvability criterion is used to ensure that the solution is not affected by changes in the parameters. This is achieved by requiring the right hand side of the derived equation to be orthogonal to the homogeneous solution of the adjoint equation. This allows for a more general solution that is independent of the specific values of the parameters. The adjoint equation is the transpose of the original equation and its homogeneous solution is the solution to the original equation.
  • #1
jollage
63
0
Hi all,

I don't understand the following procedure discussing the solvability of the differential equation. Please have a look and comment.

The operator [itex]\mathcal{L}[/itex] is defined as [itex]\mathcal{L}=\mathcal{L}(\phi_0;k,\omega,X)[/itex], where [itex]\phi_0[/itex] is the variable and [itex]k,\omega,X[/itex] are the parameters.

Now take the derivative w.r.t. k of the homogeneous equation [itex]\mathcal{L}=0[/itex], we have [itex]\mathcal{L}(\partial_k\phi_0;k,\omega,X)=-\mathcal{L}_k(\phi_0;k,\omega,X)-\mathcal{L}_{\omega}(\phi_0;k,\omega,X)\partial_k \omega[/itex], where it assumes [itex]\omega [/itex] is dependent on [itex]k[/itex] while [itex]X[/itex] independent on [itex]k[/itex].

Then the author writes that the solvability of the above differential equation requires that the right hand side be orthogonal to the homogeneous solution to the adjoint equation of [itex]\mathcal{L}=0[/itex].

I've came across such solvability criterion now and then (I guess it is common knowledge), but never truly understand what it really means and where it comes from. Also, what's the role of the adjoint equation? Could you help me? Thanks a lot in advance.
 
Last edited:
Physics news on Phys.org
  • #2


Hello,

Thank you for bringing this question to the forum. The procedure you are describing is a common approach in solving differential equations. Let me explain it in more detail.

First, the operator \mathcal{L} is defined as a function of the variable \phi_0 and the parameters k, \omega, and X. This means that for a given set of values for k, \omega, and X, the operator will produce a unique result for any given value of \phi_0.

Next, the author takes the derivative of the homogeneous equation \mathcal{L}=0 with respect to k. This results in a new equation, where the left hand side is the derivative of \mathcal{L} with respect to k, and the right hand side is a combination of the derivatives of \mathcal{L} with respect to k and \omega.

Now, the author states that in order for this differential equation to be solvable, the right hand side must be orthogonal to the homogeneous solution of the adjoint equation of \mathcal{L}=0. The adjoint equation is essentially the transpose of the original equation, and its homogeneous solution is the solution to the original equation. By requiring the right hand side to be orthogonal to this solution, we are essentially ensuring that the solution to the original equation is not affected by changes to the parameters k and \omega.

In other words, the solvability criterion is a way to ensure that the solution to the differential equation remains unchanged when the parameters are varied. This is important because it allows us to find a solution that is independent of the specific values of the parameters, making it a more general solution.

I hope this helps to clarify the procedure and the role of the adjoint equation in determining the solvability of the differential equation. If you have any further questions, please let me know. Thank you.
 

Related to Solvability and adjoint equation?

1. What is the definition of solvability in mathematics?

In mathematics, solvability refers to the ability to find a solution to a given problem or equation. It is the property of a mathematical problem or equation that allows for a solution to be found within a given set of rules or conditions.

2. What is an adjoint equation?

An adjoint equation is a mathematical concept that is used to solve problems in differential equations. It is a type of dual equation that is derived from the original equation and is used to find solutions that satisfy certain boundary conditions.

3. How is the solvability of an equation related to the adjoint equation?

The solvability of an equation is closely related to the adjoint equation because the adjoint equation is used to determine if a given problem or equation is solvable. If the adjoint equation has a unique solution, then the original problem is said to be solvable.

4. What are some applications of the adjoint equation in science and engineering?

The adjoint equation has many applications in science and engineering, including optimization problems, control theory, and inverse problems. It is also commonly used in fields such as fluid dynamics, heat transfer, and structural mechanics.

5. How is the adjoint equation solved in practice?

The adjoint equation is typically solved using numerical methods, such as finite difference or finite element methods. These methods involve discretizing the equations and solving them iteratively using a computer. Alternatively, analytical solutions may be possible for certain types of adjoint equations.

Similar threads

Replies
4
Views
843
Replies
2
Views
1K
Replies
1
Views
1K
  • Advanced Physics Homework Help
Replies
0
Views
249
  • Differential Equations
Replies
1
Views
2K
Replies
0
Views
509
Replies
8
Views
304
Replies
27
Views
1K
  • Math POTW for Graduate Students
Replies
2
Views
518
Replies
3
Views
1K
Back
Top