Math Problem Statement
When A = 5 3 −4 −2 find matrices D and P in a diagonalization of A given that λ1 > λ2.
- D = 2 0 0 1 , P = −1 4 1 −3
- D = 2 0 0 1 , P = 1 −3 −1 4
- D = −1 0 0 −2 , P = 1 −3 −1 4
- D = −1 0 0 −2 , P = −1 3 −1 4
- D = −1 0 0 −2 , P = −1 4 1 −3
- D = 2 0 0 1 , P = −1 3 −1 4
Solution
To determine the correct matrices and in the diagonalization of matrix , we need to identify:
- The eigenvalues of , which will make up the entries in .
- The corresponding eigenvectors of , which will make up the columns of .
Given:
Step 1: Finding Eigenvalues
The eigenvalues are solutions to the characteristic polynomial: Calculate : The determinant is: Solving gives eigenvalues
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Diagonalization
Eigenvalues
Eigenvectors
Formulas
Characteristic polynomial: det(A - λI) = 0
Determinant of 2x2 matrix: det([[a, b], [c, d]]) = a*d - b*c
Theorems
Diagonalization theorem
Eigenvalue and Eigenvector theorems
Suitable Grade Level
Grades 11-12, College Level
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