For the following nilpotent matrix A, compute its Jordan canonical form. A: 1 3 -1 2 0 0 0 0 0 1 0 0 -0.5 -1 0.5 -1

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
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**Problem Statement:**

For the following nilpotent matrix \( A \), compute its Jordan canonical form.

\[ 
A = \begin{pmatrix} 
1 & 3 & -1 & 2 \\ 
0 & 0 & 0 & 0 \\ 
0 & 1 & 0 & 0 \\ 
-0.5 & -1 & 0.5 & -1 
\end{pmatrix} 
\]

**Explanation and Methodology:**

To find the Jordan canonical form of a nilpotent matrix, we first need to determine its eigenvalues and corresponding Jordan blocks. For a nilpotent matrix, all eigenvalues are zero. The size and number of Jordan blocks are determined by the sizes of the chains of generalized eigenvectors.

**Steps to Find the Jordan Canonical Form:**

1. **Eigenvalues:** Since \( A \) is nilpotent, its eigenvalue is 0.
2. **Find the Kernel and Generalized Kernel:** 
   - \( \text{Ker}(A) \)
   - \( \text{Im}(A) \)
   - Higher powers of \( A \) may be used to find the chain of generalized eigenvectors.

3. **Construct Jordan Blocks:**
   - Determine the sizes of Jordan blocks from the dimensions of kernels and generalized kernels of powers of \( A \).

The result will be a matrix \( J \) where the main diagonal has zeros, and each Jordan block is filled with 1's on the super-diagonal.

**Conclusion:**

After calculating, you'd find that the Jordan canonical form of matrix \( A \) is block diagonal, with each block corresponding to a chain of generalized eigenvectors.
Transcribed Image Text:**Problem Statement:** For the following nilpotent matrix \( A \), compute its Jordan canonical form. \[ A = \begin{pmatrix} 1 & 3 & -1 & 2 \\ 0 & 0 & 0 & 0 \\ 0 & 1 & 0 & 0 \\ -0.5 & -1 & 0.5 & -1 \end{pmatrix} \] **Explanation and Methodology:** To find the Jordan canonical form of a nilpotent matrix, we first need to determine its eigenvalues and corresponding Jordan blocks. For a nilpotent matrix, all eigenvalues are zero. The size and number of Jordan blocks are determined by the sizes of the chains of generalized eigenvectors. **Steps to Find the Jordan Canonical Form:** 1. **Eigenvalues:** Since \( A \) is nilpotent, its eigenvalue is 0. 2. **Find the Kernel and Generalized Kernel:** - \( \text{Ker}(A) \) - \( \text{Im}(A) \) - Higher powers of \( A \) may be used to find the chain of generalized eigenvectors. 3. **Construct Jordan Blocks:** - Determine the sizes of Jordan blocks from the dimensions of kernels and generalized kernels of powers of \( A \). The result will be a matrix \( J \) where the main diagonal has zeros, and each Jordan block is filled with 1's on the super-diagonal. **Conclusion:** After calculating, you'd find that the Jordan canonical form of matrix \( A \) is block diagonal, with each block corresponding to a chain of generalized eigenvectors.
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