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 AA given its eigenvectors and corresponding eigenvalues, we can use the following approach:

Given:

  • Eigenvalues: λ1=2\lambda_1 = 2, λ2=3\lambda_2 = 3, λ3=6\lambda_3 = 6
  • Corresponding eigenvectors:
    • v1=(101)\mathbf{v}_1 = \begin{pmatrix} 1 \\ 0 \\ -1 \end{pmatrix}
    • v2=(111)\mathbf{v}_2 = \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix}
    • v3=(121)\mathbf{v}_3 = \begin{pmatrix} -1 \\ 2 \\ -1 \end{pmatrix}

Steps:

  1. Form the matrix of eigenvectors: This matrix PP is formed by placing the eigenvectors as columns: 1 & 1 & -1 \\ 0 & 1 & 2 \\ -1 & 1 & -1 \end{pmatrix}$$
  2. Form the diagonal matrix of eigenvalues DD: 2 & 0 & 0 \\ 0 & 3 & 0 \\ 0 & 0 & 6 \end{pmatrix}$$
  3. Compute the matrix AA using the relation A=PDP1A = PDP^{-1}.

First, we'll compute the inverse of PP and then multiply PDP1PDP^{-1} to find AA.

Let's calculate it.The matrix AA 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