Norm of an integral operator

In summary, the norm of an integral operator is not necessarily equal to its spectral radius. The norm is defined as the supremum of its operator norm, while the spectral radius is the largest eigenvalue. However, for a bounded linear operator on a Hilbert space, the norm in $L^2$ is equal to its spectral radius, known as the spectral radius formula. This formula is useful in studying linear operators and their spectra.
  • #1
sarrah1
66
0
Hello

A simple question.
I have a linear integral operator (self-adjoint)

$$(Kx)(t)=\int_{a}^{b} \, k(t,s)\,x(s)\,ds$$

where $k$ is the kernel. Can I say that its norm (I believe in $L^2$) equals the spectral radius of $K?$

Thanks!
Sarah
 
Physics news on Phys.org
  • #2
No, the norm of an integral operator is not necessarily equal to its spectral radius. The norm of an integral operator is given by the supremum of its operator norm, which is defined as $\sup_{x\neq 0}\frac{||Kx||}{||x||}$. The spectral radius on the other hand is the largest eigenvalue of the operator.
 
  • #3


Hi Sarah,

That's a great question! Yes, you are correct in saying that the norm of $K$ in $L^2$ is equal to its spectral radius. This is known as the "spectral radius formula" and it holds for any bounded linear operator on a Hilbert space. In fact, the spectral radius formula is a powerful tool in the study of linear operators and their spectra.

Hope this helps!
[Your username]
 

1. What is the definition of the norm of an integral operator?

The norm of an integral operator is a mathematical concept that measures the size or magnitude of an integral operator. It is defined as the supremum of all possible values of the operator's normed range.

2. How is the norm of an integral operator calculated?

The norm of an integral operator is calculated by finding the supremum of all possible values of the operator's normed range. This can be done using various mathematical techniques, such as using the operator's kernel function or applying the spectral theorem.

3. What is the significance of the norm of an integral operator?

The norm of an integral operator is significant because it provides a way to quantify the size or magnitude of the operator. It can also be used to analyze the stability and convergence of numerical methods for solving integral equations.

4. How does the norm of an integral operator relate to the eigenvalues of the operator?

The norm of an integral operator is related to the eigenvalues of the operator through the spectral theorem. The norm can be calculated by taking the square root of the largest eigenvalue of the operator's kernel function.

5. Can the norm of an integral operator be infinite?

Yes, the norm of an integral operator can be infinite if the operator has an unbounded kernel function. This can occur if the operator is not well-defined or if it has a singularity in its kernel function.

Similar threads

  • Topology and Analysis
Replies
3
Views
1K
  • Topology and Analysis
Replies
4
Views
2K
  • Topology and Analysis
Replies
2
Views
1K
  • Topology and Analysis
Replies
2
Views
1K
  • Topology and Analysis
Replies
2
Views
1K
  • Topology and Analysis
Replies
1
Views
1K
  • Topology and Analysis
Replies
12
Views
4K
  • Topology and Analysis
Replies
9
Views
2K
  • Topology and Analysis
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
2
Replies
43
Views
3K
Back
Top