Math Problem Statement
Solution
To diagonalize the matrix, we need to follow these steps:
1. Understand the Matrix and Eigenvalues
The matrix and its eigenvalues are given. The task is to diagonalize .
2. Eigenvectors Calculation
For each eigenvalue, calculate the corresponding eigenvector by solving , where is the identity matrix, and is the eigenvector.
The eigenvectors will form the columns of the matrix , and the diagonal matrix will have the eigenvalues on its diagonal.
3. Form and
- : The eigenvectors as columns.
- : A diagonal matrix with eigenvalues .
Explanation of Choices:
- If exists and the matrix can be diagonalized, the correct answer would be Option A.
- If 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)
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