Math Problem Statement

Diagonalize the matrix 2 1 -1 1 1 -2 1-2 1 Find A?

Solution

To diagonalize the matrix AA, we need to find a diagonal matrix DD and an invertible matrix PP such that A=PDP1A = PDP^{-1}. The steps to diagonalize a matrix are as follows:

  1. Find the eigenvalues of AA:

    • Compute the characteristic polynomial of AA, which is given by det(AλI)=0\text{det}(A - \lambda I) = 0.
    • Solve the characteristic equation to find the eigenvalues λ\lambda.
  2. Find the eigenvectors of AA:

    • For each eigenvalue λ\lambda, solve (AλI)v=0(A - \lambda I)\mathbf{v} = 0 to find the corresponding eigenvector v\mathbf{v}.
  3. Form the matrix PP and the diagonal matrix DD:

    • The matrix PP is formed by placing the eigenvectors as columns.
    • The matrix DD is a diagonal matrix with the eigenvalues on the diagonal.

Let's begin by computing the eigenvalues of AA.

The matrix AA 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.

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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