Math Problem Statement
The eigen vector of a 3 by 3 matrix A with corresponding to the eigen values 2,3,6 are ( 1 0 -1 )transpose,( 1 1 1 )transpose , ( -1 2 -1 )transpose respectively find the matrix a
Solution
To find the matrix given its eigenvectors and corresponding eigenvalues, we can use the following approach:
Given:
- Eigenvalues: , ,
- Corresponding eigenvectors:
Steps:
- Form the matrix of eigenvectors: This matrix is formed by placing the eigenvectors as columns: 1 & 1 & -1 \\ 0 & 1 & 2 \\ -1 & 1 & -1 \end{pmatrix}$$
- Form the diagonal matrix of eigenvalues : 2 & 0 & 0 \\ 0 & 3 & 0 \\ 0 & 0 & 6 \end{pmatrix}$$
- Compute the matrix using the relation .
First, we'll compute the inverse of and then multiply to find .
Let's calculate it.The matrix is given by
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Eigenvalues
Eigenvectors
Matrix Operations
Formulas
Matrix diagonalization formula A = PDP^{-1}
Theorems
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Suitable Grade Level
Advanced Level