Math Problem Statement

Diagonalize the following matrix: A = [[-5, 14, -8], [-9, 16, -6], [-9, 11, -1]] with eigenvalues λ = 1, 4, 5. Select the correct choice for P and D matrices or determine if the matrix cannot be diagonalized.

Solution

To diagonalize the matrix, we need to follow these steps:

1. Understand the Matrix and Eigenvalues

The matrix AA and its eigenvalues λ=1,4,5\lambda = 1, 4, 5 are given. The task is to diagonalize AA.

2. Eigenvectors Calculation

For each eigenvalue, calculate the corresponding eigenvector by solving (AλI)x=0(A - \lambda I)x = 0, where II is the identity matrix, and xx is the eigenvector.

The eigenvectors will form the columns of the matrix PP, and the diagonal matrix DD will have the eigenvalues on its diagonal.

3. Form PP and DD

  • PP: The eigenvectors as columns.
  • DD: A diagonal matrix with eigenvalues 1,4,51, 4, 5.

Explanation of Choices:

  • If PP exists and the matrix can be diagonalized, the correct answer would be Option A.
  • If PP cannot be formed due to linear dependence of eigenvectors or other issues, the answer would be Option B.

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Math Problem Analysis

Mathematical Concepts

Matrix Diagonalization
Eigenvalues and Eigenvectors
Linear Algebra

Formulas

(A - λI)x = 0
P^(-1)AP = D

Theorems

Eigenvalue and Eigenvector Theorem
Matrix Diagonalization Theorem

Suitable Grade Level

College (Linear Algebra Course)