Find bases for the row space, column space and null space of 2 1 3 4 A: = 1 1 2 4 2 4 2 37 68

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
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Find bases for the row space, column space and null space of
**Objective**: Find bases for the row space, column space, and null space of the matrix \( A \).

**Matrix**:
\[ 
A = \begin{pmatrix} 
1 & 2 & 1 & 3 & 4 \\ 
1 & 2 & 4 & 3 & 7 \\ 
2 & 4 & 2 & 6 & 8 
\end{pmatrix}
\]

**Approach**:
1. **Row Space**: Use row reduction to find the row echelon form (REF) or reduced row echelon form (RREF) and identify the non-zero rows as a basis for the row space.

2. **Column Space**: Use the original or reduced matrix to identify a basis from the pivot columns.

3. **Null Space**: Solve the homogeneous equation \( Ax = 0 \) to find the set of vectors that form a basis for the null space.
Transcribed Image Text:**Objective**: Find bases for the row space, column space, and null space of the matrix \( A \). **Matrix**: \[ A = \begin{pmatrix} 1 & 2 & 1 & 3 & 4 \\ 1 & 2 & 4 & 3 & 7 \\ 2 & 4 & 2 & 6 & 8 \end{pmatrix} \] **Approach**: 1. **Row Space**: Use row reduction to find the row echelon form (REF) or reduced row echelon form (RREF) and identify the non-zero rows as a basis for the row space. 2. **Column Space**: Use the original or reduced matrix to identify a basis from the pivot columns. 3. **Null Space**: Solve the homogeneous equation \( Ax = 0 \) to find the set of vectors that form a basis for the null space.
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