Spectrum of linear operator

In summary, the spectrum of a linear operator is a set of all possible complex numbers λ for which the operator (A-λI) is not invertible, and it is also the set of all eigenvalues of the operator. There are three types of spectrum: point spectrum, continuous spectrum, and residual spectrum. The spectrum is useful in understanding the properties and behavior of a linear operator, and it can change if the operator itself changes, but its essential properties remain the same.
  • #1
maxandri
1
0
http://<img src="https://latex.codecogs.com/gif.latex?L_{2}[0,1]->L_{2}[0,1]\int_{0}^{1}\left&space;|t-s&space;\right&space;|f(s)ds" title="L_{2}[0,1]->L_{2}[0,1]\int_{0}^{1}\left |t-s \right |f(s)ds" />[/PLAIN] I have many doubts on linear operator. How I can find a spectrum of a linear operator? For example:
$$L_{2}[0,1]->L_{2}[0,1]\int_{0}^{1}\left |t-s \right |f(s)ds$$
?? Thank you
 
Last edited by a moderator:
Physics news on Phys.org
  • #2
Hi, I don't understand the form of this operator, he takes ##f\in L^{2}([0,1])## and assign ##\int_{0}^{1}|t-s|f(s)ds## ? What is ##t##? Is this operator depending by ##t##?
 
  • #3
maxandri said:
http://<img src="https://latex.codecogs.com/gif.latex?L_{2}[0,1]->L_{2}[0,1]\int_{0}^{1}\left&space;|t-s&space;\right&space;|f(s)ds" title="L_{2}[0,1]->L_{2}[0,1]\int_{0}^{1}\left |t-s \right |f(s)ds" />[/PLAIN] I have many doubts on linear operator. How I can find a spectrum of a linear operator? For example:
$$L_{2}[0,1]->L_{2}[0,1]\int_{0}^{1}\left |t-s \right |f(s)ds$$
?? Thank you
I suppose the operator is ##T : L^2(0,1) \to L^2(0,1)## defined by
$$
(Tf)(t) := \int_0^1{|t-s|f(s)\,ds} \qquad \forall\,t \in [0,1]
$$
This is a Fredholm integral operator and the archetypical example of a compact self-adjoint operator. Its spectrum ##\sigma(T)## consists of isolated eigenvalues of finite algebraic multiplicity, possibly accumulating at ##0 \in \sigma(T)##. It can be nicely approximated by operators of finite rank.

You can find a treatment in most introductory functional analysis books. In case you fancy a recommendation, there is for example the book "Basic Classes of Linear Operators" by Gohberg, Goldberg and Kaashoek. It strikes a good balance between theoretical development and computation and it is easy to read. For this particular operator, have a look at Chapter V.
 
Last edited by a moderator:

1. What is the spectrum of a linear operator?

The spectrum of a linear operator is a set of all possible complex numbers λ for which the operator (A-λI) is not invertible, where A is the linear operator and I is the identity operator. It can also be thought of as the set of all eigenvalues of the operator.

2. How is the spectrum related to eigenvalues?

As mentioned in the previous answer, the spectrum of a linear operator is the set of all eigenvalues of the operator. Eigenvalues are special numbers associated with a linear operator that represent the scaling factor of the corresponding eigenvectors. The spectrum gives us a complete picture of all possible eigenvalues of the operator.

3. What are the different types of spectrum?

There are three types of spectrum of a linear operator: point spectrum, continuous spectrum, and residual spectrum. The point spectrum consists of all eigenvalues of the operator, the continuous spectrum consists of all values for which the operator is not invertible but still has eigenvectors, and the residual spectrum consists of all values for which the operator has no eigenvectors.

4. How is the spectrum useful in studying linear operators?

The spectrum provides important information about the behavior and properties of a linear operator. For example, the size and shape of the spectrum can give insights into the invertibility and eigenvalues of the operator. It also helps in solving equations involving linear operators and in understanding the stability of systems described by these operators.

5. Can the spectrum of a linear operator change?

Yes, the spectrum of a linear operator can change if the operator itself changes. For example, if the operator is multiplied by a scalar or if it is composed with another operator, the spectrum can change. However, the essential properties of the spectrum, such as its size and shape, remain the same even if the operator changes.

Similar threads

Replies
3
Views
401
  • Linear and Abstract Algebra
Replies
8
Views
786
  • Linear and Abstract Algebra
Replies
3
Views
1K
  • Linear and Abstract Algebra
Replies
3
Views
1K
  • Mechanics
Replies
3
Views
823
  • Advanced Physics Homework Help
Replies
0
Views
554
  • Linear and Abstract Algebra
Replies
9
Views
2K
Replies
13
Views
894
  • Introductory Physics Homework Help
2
Replies
45
Views
2K
Replies
1
Views
772
Back
Top