Matrix Rank Fb1Df4
1. **Problem Statement:** Find the rank of each matrix (a, b, c) using the echelon method.
2. **Formula and Rules:** The rank of a matrix is the number of nonzero rows in its row echelon form (REF).
3. **Matrix a:**
\[
\begin{bmatrix}
1 & 4 & 5 \\
2 & 6 & 8 \\
3 & 7 & 22
\end{bmatrix}
\]
- Step 1: Use row 1 to eliminate below:
- $R_2 \to R_2 - 2R_1 = [0, 6 - 8, 8 - 10] = [0, -2, -2]$
- $R_3 \to R_3 - 3R_1 = [0, 7 - 12, 22 - 15] = [0, -5, 7]$
- Step 2: Use $R_2$ to eliminate below:
- $R_3 \to R_3 - \frac{5}{2} R_2 = [0, -5 - (-5), 7 - (-5)] = [0, 0, 19.5]$
- REF matrix:
\[
\begin{bmatrix}
1 & 4 & 5 \\
0 & -2 & -2 \\
0 & 0 & 19.5
\end{bmatrix}
\]
- All 3 rows are nonzero, so rank(a) = 3.
4. **Matrix b:**
\[
\begin{bmatrix}
1 & 3 & 5 \\
2 & -1 & 4 \\
-2 & 8 & 2
\end{bmatrix}
\]
- Step 1: Eliminate below row 1:
- $R_2 \to R_2 - 2R_1 = [0, -1 - 6, 4 - 10] = [0, -7, -6]$
- $R_3 \to R_3 + 2R_1 = [0, 8 + 6, 2 + 10] = [0, 14, 12]$
- Step 2: Eliminate below $R_2$:
- $R_3 \to R_3 - 2R_2 = [0, 14 - (-14), 12 - (-12)] = [0, 28, 24]$ (recalculate carefully)
Actually, $R_3 \to R_3 - 2R_2 = [0, 14 - 2(-7), 12 - 2(-6)] = [0, 14 + 14, 12 + 12] = [0, 28, 24]$
- Step 3: Simplify $R_3$ by subtracting $4R_2$:
- $R_3 \to R_3 - 4R_2 = [0, 28 - 4(-7), 24 - 4(-6)] = [0, 28 + 28, 24 + 24] = [0, 56, 48]$
This suggests a miscalculation; better to use $R_3 \to R_3 - 2R_2$ only.
- Instead, check linear dependence:
- $R_3 = -2 R_1 + 2 R_2$? No.
- Let's proceed with $R_3 \to R_3 - 2R_2 = [0, 14 - 2(-7), 12 - 2(-6)] = [0, 14 + 14, 12 + 12] = [0, 28, 24]$
- Step 4: Use $R_2$ to eliminate $R_3$:
- $R_3 \to R_3 - 4 R_2 = [0, 28 - 4(-7), 24 - 4(-6)] = [0, 28 + 28, 24 + 24] = [0, 56, 48]$
- This shows $R_3$ is a multiple of $R_2$, so $R_3$ is not independent.
- REF matrix:
\[
\begin{bmatrix}
1 & 3 & 5 \\
0 & -7 & -6 \\
0 & 0 & 0
\end{bmatrix}
\]
- Rank(b) = 2.
5. **Matrix c:**
\[
\begin{bmatrix}
1 & 2 & 0 & 1 \\
0 & 1 & 1 & 2 \\
2 & 0 & 1 & 3 \\
-1 & 3 & 0 & 0
\end{bmatrix}
\]
- Step 1: Use $R_1$ to eliminate below:
- $R_3 \to R_3 - 2R_1 = [0, 0 - 4, 1 - 0, 3 - 2] = [0, -4, 1, 1]$
- $R_4 \to R_4 + R_1 = [0, 3 + 2, 0 + 0, 0 + 1] = [0, 5, 0, 1]$
- Step 2: Use $R_2$ to eliminate below:
- $R_3 \to R_3 + 4 R_2 = [0, -4 + 4, 1 + 4, 1 + 8] = [0, 0, 5, 9]$
- $R_4 \to R_4 - 5 R_2 = [0, 5 - 5, 0 - 5, 1 - 10] = [0, 0, -5, -9]$
- Step 3: Use $R_3$ to eliminate $R_4$:
- $R_4 \to R_4 + R_3 = [0, 0, 0, 0]$
- REF matrix:
\[
\begin{bmatrix}
1 & 2 & 0 & 1 \\
0 & 1 & 1 & 2 \\
0 & 0 & 5 & 9 \\
0 & 0 & 0 & 0
\end{bmatrix}
\]
- Rank(c) = 3.
**Final answers:**
- Rank(a) = 3
- Rank(b) = 2
- Rank(c) = 3