Eigenvalue solutions of the transcendental equation

In summary: This will result in the same equation, thus proving that the eigenvalues satisfy the transcendental equation.I hope this helps. Let me know if you have any further questions. Keep up the good work!In summary, we have used the Rayleigh Quotient to find the eigenvalues of a Sturm-Liouville system and showed that they are always positive. We have also shown that these eigenvalues satisfy the transcendental equation given.
  • #1
markymarky
1
0

Homework Statement



Given the Sturm-Liouville system:

y'' + λy = 0 , y(0) - y'(0) = 0 , y(1) + y'(1) = 0

Show using the Rayleigh Quotient that the eigenvalues are positive.

Show that these eigenvalues are given as the solutions of the transcendental equation:

tan ( √λ ) = ( 2 √λ) / ( λ - 1 )

Homework Equations



Using the Rayleigh Quotient, I found the eigenvalues to be:

λn = ( yn(1)2 + yn(0)2 + ∫01 yn'2dx ) / ∫01yn2dx

Therefore, as the eigenfunction yn cannot be zero, the eigenvalues λn are positive for all n.

The Attempt at a Solution



Then I have no idea how to show that these eigenvalues are solutions to the transcendental equation. I've tried putting the eigenvalues into the equation and can't figure out to simplify or to show that they solve the equation?

Thanks for any help.
 
Physics news on Phys.org
  • #2




Thank you for your post. I would like to offer some insights and guidance on how to approach this problem.

First, let's review the Rayleigh Quotient. It is a mathematical tool used to find the eigenvalues of a Sturm-Liouville system. In this case, we are given the Sturm-Liouville system y'' + λy = 0 with boundary conditions y(0) - y'(0) = 0 and y(1) + y'(1) = 0. Using the Rayleigh Quotient, we can find the eigenvalues λ that satisfy this system.

As you correctly stated, the eigenvalues can be found using the expression:

λn = ( yn(1)2 + yn(0)2 + ∫01 yn'2dx ) / ∫01yn2dx

Now, to show that these eigenvalues are positive, we need to show that the numerator of this expression is greater than zero. Let's start by looking at the integrals in the numerator and denominator.

∫01 yn'2dx is the integral of the square of the derivative of the eigenfunction yn. Since yn is a solution to the Sturm-Liouville system, it must satisfy the eigenvalue equation y'' + λy = 0. This means that yn' satisfies the equation y'' + λyn' = 0. Therefore, yn'2 is always positive or zero, and the integral will always be greater than or equal to zero.

Similarly, yn(1)2 and yn(0)2 are the squares of the eigenfunction evaluated at the boundaries 1 and 0, respectively. Since yn is a solution to the Sturm-Liouville system, it must satisfy the boundary conditions y(0) - y'(0) = 0 and y(1) + y'(1) = 0. This means that yn(1) and yn(0) must have opposite signs, and their squares will always be positive.

Therefore, the numerator of the Rayleigh Quotient will always be greater than or equal to zero. Since the denominator is also greater than zero (as yn cannot be zero), the eigenvalues λn will always be positive.

Now, to show that these eigenvalues satisfy the transcendental equation tan ( √λ ) = ( 2 √λ) / ( λ - 1 ),
 

What is an eigenvalue?

An eigenvalue is a scalar value that represents the magnitude of a vector in a linear transformation. It is a fundamental concept in linear algebra and is used to solve systems of equations and analyze the behavior of systems.

What is a transcendental equation?

A transcendental equation is an equation that contains at least one transcendental function, such as sine, cosine, or exponential. These equations cannot be solved algebraically and require numerical methods to find solutions.

How are eigenvalues related to transcendental equations?

Eigenvalues can be found by solving the characteristic equation of a linear transformation, which is a transcendental equation. The solutions of this equation represent the possible eigenvalues of the system.

What are the applications of eigenvalue solutions of transcendental equations?

Eigenvalue solutions of transcendental equations are used in a variety of fields, including physics, engineering, and computer science. They are essential in analyzing systems with complex behavior, such as quantum mechanics and signal processing systems.

What methods are used to find eigenvalue solutions of transcendental equations?

Numerical methods such as the power method, inverse iteration, and the QR algorithm are commonly used to find eigenvalue solutions of transcendental equations. These methods involve iterative processes and can be programmed on computers to find accurate solutions.

Similar threads

  • Calculus and Beyond Homework Help
Replies
4
Views
834
  • Calculus and Beyond Homework Help
Replies
2
Views
521
  • Calculus and Beyond Homework Help
Replies
7
Views
824
  • Calculus and Beyond Homework Help
Replies
10
Views
2K
  • Calculus and Beyond Homework Help
Replies
5
Views
1K
  • Calculus and Beyond Homework Help
Replies
6
Views
1K
  • Calculus and Beyond Homework Help
Replies
10
Views
357
  • Calculus and Beyond Homework Help
Replies
8
Views
1K
Replies
9
Views
1K
  • Calculus and Beyond Homework Help
Replies
3
Views
1K
Back
Top