Math Problem Statement
Diagonalize the matrix 2 1 -1 1 1 -2 1-2 1 Find A?
Solution
To diagonalize the matrix , we need to find a diagonal matrix and an invertible matrix such that . The steps to diagonalize a matrix are as follows:
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Find the eigenvalues of :
- Compute the characteristic polynomial of , which is given by .
- Solve the characteristic equation to find the eigenvalues .
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Find the eigenvectors of :
- For each eigenvalue , solve to find the corresponding eigenvector .
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Form the matrix and the diagonal matrix :
- The matrix is formed by placing the eigenvectors as columns.
- The matrix is a diagonal matrix with the eigenvalues on the diagonal.
Let's begin by computing the eigenvalues of .
The matrix is:
2 & 1 & -1 \\ 1 & 1 & -2 \\ 1 & -2 & 1 \end{pmatrix}$$ ### Step 1: Find the Eigenvalues To find the eigenvalues, we compute the determinant of $$A - \lambda I$$: $$\text{det}(A - \lambda I) = \text{det}\left(\begin{pmatrix} 2-\lambda & 1 & -1 \\ 1 & 1-\lambda & -2 \\ 1 & -2 & 1-\lambda \end{pmatrix}\right)$$ We need to compute the determinant of this matrix and solve for $$\lambda$$. Let's calculate that determinant.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Matrix Diagonalization
Eigenvalues
Eigenvectors
Formulas
Characteristic polynomial
Matrix diagonalization formula A = PDP^{-1}
Theorems
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Suitable Grade Level
Advanced Undergraduate
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