Calculate the spectrum of a linear operator

In summary: By considering the adjoint of ##T##, we can also show that ## \sigma (T) \subseteq (0,2) ##. Therefore, the spectrum of ##T## is the interval ## (0,2) ##.In summary, the spectrum of the linear operator ##T## on ##B(\ell^1)## is the interval ##(0,2)##. To calculate it, we first find the point spectrum of ##T## and its adjoint ##T^*##, and then solve for ##\lambda## using the given equations. We can also show that ##\sigma(T)## is contained within the interval ##
  • #1
KennethK
2
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<mod note: moved to homework>

Calculate the spectrum of the linear operator ##T## on ##B(\ell^1)##.
$$T(x_1,x_2,x_3,\dots)=(\sum_{n=2}^\infty x_n, x_1, x_2, x_3, \dots)$$I think the way to do it is to find the point spectrums of ##T## and its adjoint ##T^*##. But I don't know how to calculate them.

Some progress:

Let ##T(x_n)=\lambda (x_n)##. Then we have ##x_n=\lambda^{-n+1}x_1## for ##n \geq 2## and ##x_1=\frac{\sum_{n=2}^\infty x_n}{\lambda}##. Then
$$x_1=\frac{\sum_{n=2}^\infty x_n}{\lambda}=\frac{\sum_{n=2}^\infty \lambda^{-n+1}x_1}{\lambda}=\sum_{n=2}^\infty \lambda^{-n}x_1$$
Therefore, ##(1-\sum_{n=2}^\infty \lambda^{-n})x_1=0##.

Hence, ##\sum_{n=2}^\infty \lambda^{-n}=1##. Then we can solve for ##\lambda## to get the point spectrum of ##T##
 
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  • #2
KennethK said:
<mod note: moved to homework>

Calculate the spectrum of the linear operator ##T## on ##B(\ell^1)##.
$$T(x_1,x_2,x_3,\dots)=(\sum_{n=2}^\infty x_n, x_1, x_2, x_3, \dots)$$I think the way to do it is to find the point spectrums of ##T## and its adjoint ##T^*##. But I don't know how to calculate them.

Some progress:

Let ##T(x_n)=\lambda (x_n)##. Then we have ##x_n=\lambda^{-n+1}x_1## for ##n \geq 2## and ##x_1=\frac{\sum_{n=2}^\infty x_n}{\lambda}##. Then
$$x_1=\frac{\sum_{n=2}^\infty x_n}{\lambda}=\frac{\sum_{n=2}^\infty \lambda^{-n+1}x_1}{\lambda}=\sum_{n=2}^\infty \lambda^{-n}x_1$$
Therefore, ##(1-\sum_{n=2}^\infty \lambda^{-n})x_1=0##.

Hence, ##\sum_{n=2}^\infty \lambda^{-n}=1##. Then we can solve for ##\lambda## to get the point spectrum of ##T##
If ##|1/\lambda|<1## then this sum would converge to ## \frac {2}{1- \lambda} ##
 
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1. What is a linear operator?

A linear operator is a mathematical function that maps one vector space to another, while preserving the basic structure of the vector space. It is often represented by a matrix or a differential equation.

2. How do you calculate the spectrum of a linear operator?

To calculate the spectrum of a linear operator, you need to find the eigenvalues and eigenvectors of the operator. The spectrum is then the set of all eigenvalues, which represent the possible outputs when the operator acts on its eigenvectors.

3. What is the significance of the spectrum of a linear operator?

The spectrum of a linear operator provides important information about the behavior of the operator. It can determine if the operator is invertible, self-adjoint, or compact, among other properties. The spectrum also plays a crucial role in solving differential equations and studying dynamical systems.

4. Can the spectrum of a linear operator be infinite?

Yes, the spectrum of a linear operator can be infinite. This can occur when the operator has infinitely many eigenvalues, such as in the case of an unbounded or continuous operator. In these cases, the spectrum can be a continuous set of values rather than a finite set of discrete values.

5. How is the spectrum of a linear operator related to its eigenvalues?

The eigenvalues of a linear operator are the elements of its spectrum. However, the spectrum can also include other types of values, such as essential spectrum or residual spectrum. The eigenvalues only represent a subset of the spectrum and may not fully characterize the behavior of the operator.

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