2. Without using Sage, find • the characteristic polynomial the eigenvalues (include the multiplicity of each) bases for the eigenspaces (indicate the dimension of the eigenspaces) of the following matrices: (a) B= (b) C = 10 (c) D= -2 10 (Once you've found the characteristic polynomial, you may find -201 its factorization by using Sage.

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
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**Exercise 2: Eigenvalues and Eigenvectors without Sage**

For the matrices provided, perform the following tasks:

- Find the characteristic polynomial.
- Determine the eigenvalues, including their multiplicities.
- Identify bases for the eigenspaces, and indicate the dimension of each eigenspace.

**Matrices:**

(a) 
\[ 
B = \begin{bmatrix} 
3 & 0 \\ 
8 & -1 
\end{bmatrix} 
\]

(b) 
\[ 
C = \begin{bmatrix} 
10 & -9 \\ 
4 & -2 
\end{bmatrix} 
\]

(c) 
\[ 
D = \begin{bmatrix} 
4 & 0 & 1 \\ 
-2 & 1 & 0 \\ 
-2 & 0 & 1 
\end{bmatrix} 
\]

*Note:* After finding the characteristic polynomial, you can use Sage for factorization.

**Example of Using Sage:**

To factor \( x^2 - 3x + 2 \) in Sage, you can use the following code:

```python
f = x^2 - 3*x + 2
f.factor()
```
Transcribed Image Text:**Exercise 2: Eigenvalues and Eigenvectors without Sage** For the matrices provided, perform the following tasks: - Find the characteristic polynomial. - Determine the eigenvalues, including their multiplicities. - Identify bases for the eigenspaces, and indicate the dimension of each eigenspace. **Matrices:** (a) \[ B = \begin{bmatrix} 3 & 0 \\ 8 & -1 \end{bmatrix} \] (b) \[ C = \begin{bmatrix} 10 & -9 \\ 4 & -2 \end{bmatrix} \] (c) \[ D = \begin{bmatrix} 4 & 0 & 1 \\ -2 & 1 & 0 \\ -2 & 0 & 1 \end{bmatrix} \] *Note:* After finding the characteristic polynomial, you can use Sage for factorization. **Example of Using Sage:** To factor \( x^2 - 3x + 2 \) in Sage, you can use the following code: ```python f = x^2 - 3*x + 2 f.factor() ```
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