Math Problem Statement

Find the rank of the matrix \( A = \begin{bmatrix} 0 & 1 & 2 \\ 2 & -1 & 0 \\ 3 & 2 & 2 \end{bmatrix} \).

Solution

To determine the rank of the matrix AA, we will reduce it to its row echelon form and count the number of non-zero rows.

The matrix AA is:

A=[012210322]A = \begin{bmatrix} 0 & 1 & 2 \\ 2 & -1 & 0 \\ 3 & 2 & 2 \end{bmatrix}

Steps to find the rank:

  1. Transform to Row Echelon Form: We'll apply row operations to get zeros below the leading entries in each row.

    • Row 1: R1=[0,1,2]R_1 = [0, 1, 2]
    • Row 2: R2=[2,1,0]R_2 = [2, -1, 0]
    • Row 3: R3=[3,2,2]R_3 = [3, 2, 2]
  2. Swap Rows (since the first element in R1R_1 is zero): Swap R1R_1 with R2R_2 to get a leading 2 in the first column: A=[210012322]A = \begin{bmatrix} 2 & -1 & 0 \\ 0 & 1 & 2 \\ 3 & 2 & 2 \end{bmatrix}

  3. Create a Zero Below Leading 2 in Row 1:

    • Make the entry below 22 in R3R_3 zero by using the operation R3=R332R1R_3 = R_3 - \frac{3}{2}R_1: [ R_3 = [3, 2, 2] - \frac{3}{2}[2, -1, 0] = [0, \frac{7}{2}, 2] ] The updated matrix becomes: A=[2100120722]A = \begin{bmatrix} 2 & -1 & 0 \\ 0 & 1 & 2 \\ 0 & \frac{7}{2} & 2 \end{bmatrix}
  4. Normalize Rows:

    • Scale R1R_1 by 12\frac{1}{2} and R3R_3 by 27\frac{2}{7}: [ A = \begin{bmatrix}

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Rank
Row Echelon Form

Formulas

Row echelon form transformation

Theorems

Rank Theorem

Suitable Grade Level

Undergraduate Level