Verify eigenvalues of a TST matrix

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Homework Help Overview

The discussion revolves around verifying the eigenvalues of a Toeplitz symmetric tridiagonal (TST) matrix, specifically defined as ##A=TST(-1,2-1)##. The original poster seeks to demonstrate that an eigenvector of this matrix is given by ##Y_{j}=sin(kj \pi / J##) and to find the complete set of eigenvalues associated with the matrix.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • The original poster expresses uncertainty about the algebraic approach needed for a j-1 x j-1 dimensional matrix. They question how to interpret the notation and whether to apply specific values for ##k## and ##m## in the eigenvalue formula. Additionally, they seek clarification on how to construct the eigenvector.

Discussion Status

Some participants have raised questions about the acronym TST, indicating a lack of clarity regarding its meaning. The original poster has provided a link to a resource that defines TST as a Toeplitz symmetric tridiagonal matrix, which may help clarify the context for others in the discussion.

Contextual Notes

There is an indication of confusion regarding the notation and the specific parameters involved in the eigenvalue calculation, as well as the construction of the eigenvector. The discussion reflects a need for further exploration of these concepts without reaching a definitive conclusion.

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Homework Statement



I have ##A=TST(-1,2-1),## and I need to show that an eigenvector of A is,##Y_{j}=sin(kj \pi / J).##
and then find the full set of eigenvalues of A.

The matrix A comes from writing ##-U_{j-1}+2U-U_{j+1}=h^{2}f(x_{j}), 1\le j \le J-1##, in the form ##AU=b##

Homework Equations


[/B]
The above.

The Attempt at a Solution



Since the TST is a j-1 x j-1 dimensional, I'm unsure how to approach the algebra.

I'm unsure how to get started, and the notation is confusing me too- I know that the eigenvalues of a ##TST(\alpha, \beta)## are ##\alpha+2\beta cos(k\pi/m+1)## where ##k=1...m##,

so here do I need to take ##k=j## and ##m+1=J##, but this doesn't really make sense to be as in the above, ##k## and ##m## are anything just with the contrainst ##k=1...m##, aren't they?

i'm unsure how to construct the eigenvector ##Y##, should it be ##AY_{j}= A (Y_{0},...,Y_{J})^{T}##,
so ##j## runs from ##1## to ##J-1##?

Any help really appreciated ! Thanks a lot !
 
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binbagsss said:

Homework Statement



I have ##A=TST(-1,2-1),## and I need to show that an eigenvector of A is,##Y_{j}=sin(kj \pi / J).##
and then find the full set of eigenvalues of A.

The matrix A comes from writing ##-U_{j-1}+2U-U_{j+1}=h^{2}f(x_{j}), 1\le j \le J-1##, in the form ##AU=b##

Homework Equations


[/B]
The above.

The Attempt at a Solution



Since the TST is a j-1 x j-1 dimensional, I'm unsure how to approach the algebra.

I'm unsure how to get started, and the notation is confusing me too- I know that the eigenvalues of a ##TST(\alpha, \beta)## are ##\alpha+2\beta cos(k\pi/m+1)## where ##k=1...m##,

so here do I need to take ##k=j## and ##m+1=J##, but this doesn't really make sense to be as in the above, ##k## and ##m## are anything just with the contrainst ##k=1...m##, aren't they?

i'm unsure how to construct the eigenvector ##Y##, should it be ##AY_{j}= A (Y_{0},...,Y_{J})^{T}##,
so ##j## runs from ##1## to ##J-1##?

Any help really appreciated ! Thanks a lot !

What does TST mean?
 
I don't know what TST means either. Don't assume that an acronym you use is understood by all.
 

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