Determine Diagonalizability of LTI System A

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SUMMARY

The discussion focuses on determining the diagonalizability of the linear time-invariant (LTI) system represented by the matrix A. The characteristic equation is derived as det(λI - A) = (λ - 0.5)(λ + 2)(λ - 0.5)(λ + 1), indicating that the eigenvalues include 0.5 (repeated), -2, and -1. For the matrix A to be diagonalizable, it is essential to find four linearly independent eigenvectors corresponding to these eigenvalues.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically eigenvalues and eigenvectors.
  • Familiarity with linear time-invariant (LTI) systems.
  • Knowledge of matrix determinants and characteristic equations.
  • Ability to compute eigenvectors from a given matrix.
NEXT STEPS
  • Learn how to compute eigenvectors for repeated eigenvalues.
  • Study the implications of linear independence in the context of diagonalizability.
  • Explore the properties of lower triangular matrices and their determinants.
  • Investigate the significance of LTI system representations in control theory.
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Students and professionals in control systems, linear algebra, and engineering fields who are analyzing the properties of LTI systems and matrix diagonalization.

Linder88
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Homework Statement


Consider the LTI (A,B,C,D) system
$$
\dot{x}=
\begin{pmatrix}
0.5&0&0&0\\
0&-2&0&0\\
1&0&0.5&0\\
0&0&0&-1
\end{pmatrix}
x+
\begin{pmatrix}
1\\
1\\
0\\
0
\end{pmatrix}
u
$$
$$
y=
\begin{pmatrix}
0&1&0&1
\end{pmatrix}
x
$$
Determine if A is diagonalizable

Homework Equations

The Attempt at a Solution


The characteristic equation is given by
$$
\lambda I-A=
\begin{pmatrix}
\lambda-0.5&0&0&0\\
0&\lambda+2&0&0\\
1&0&\lambda-0.5&0\\
0&0&0&\lambda+1
\end{pmatrix}
$$
The determinant is given by
$$
det(\lambda I-A)=(\lambda-0.5)(\lambda+2)(\lambda-0.5)(\lambda+2)
$$
What do I have to do next to determine if A is diagonalizable? I am waiting hopefully for an answer!
 
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Linder88 said:

Homework Statement


Consider the LTI (A,B,C,D) system
$$
\dot{x}=
\begin{pmatrix}
0.5&0&0&0\\
0&-2&0&0\\
1&0&0.5&0\\
0&0&0&-1
\end{pmatrix}
x+
\begin{pmatrix}
1\\
1\\
0\\
0
\end{pmatrix}
u
$$
$$
y=
\begin{pmatrix}
0&1&0&1
\end{pmatrix}
x
$$
Determine if A is diagonalizable

Homework Equations

The Attempt at a Solution


The characteristic equation is given by
$$
\lambda I-A=
\begin{pmatrix}
\lambda-0.5&0&0&0\\
0&\lambda+2&0&0\\
1&0&\lambda-0.5&0\\
0&0&0&\lambda+1
\end{pmatrix}
$$
The determinant is given by
$$
det(\lambda I-A)=(\lambda-0.5)(\lambda+2)(\lambda-0.5)(\lambda+2)
$$
What do I have to do next to determine if A is diagonalizable? I am waiting hopefully for an answer!
You have a mistake in your work. The last line above should be ##| \lambda I - A| = (\lambda-0.5)(\lambda+2)(\lambda-0.5)(\lambda + 1)##.
Set the determinant to 0 to find the three eigenvalues (one is repeated).
The matrix is diagonalizable if these eigenvalues yield four linearly independent eigenvectors.

BTW, what does LTI (A,B,C,D) mean?
 
I should also mention that since your matrix ##\lambda I - A## is lower triangular (all entries above the main diagonal are zero), its determinant is the product of the entries on the diagonal.
 

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