Find the rank of matrix A = [[1, 2, 3, -4], [-2, 3, 7, -1], [1, 9, 16, -13]]
Understand the Problem
The question is asking us to find the rank of the given matrix A, which consists of four rows and four columns filled with numerical values.
Answer
The rank of the matrix \( A \) is \( 2 \).
Answer for screen readers
The rank of the matrix ( A ) is ( 2 ).
Steps to Solve
- Set up the matrix and identify its entries
The given matrix ( A ) is formed by the entries:
$$ A = \begin{bmatrix} 1 & 2 & 3 & -4 \ -2 & 3 & 7 & -1 \ 1 & 9 & 16 & -13 \end{bmatrix} $$
- Write the augmented matrix for row reduction
In order to find the rank, we can perform row operations on ( A ) until we reach its row echelon form.
- Perform row operations to simplify the matrix
Start by using the first row to eliminate the first entry of the second row:
- Replace ( R_2 ) by ( R_2 + 2R_1 ):
$$ R_2 = R_2 + 2R_1 = [0, 7, 13, -9] $$
Next, simplify ( R_3 ):
- Replace ( R_3 ) by ( R_3 - R_1 ):
$$ R_3 = R_3 - R_1 = [0, 7, 13, -9] $$
Now, since ( R_2 ) and ( R_3 ) are the same, we can replace ( R_3 ) with ( R_2 ):
- Continue row reduction steps
Continue row operations to reach echelon form:
- Replace ( R_3 ) with ( R_3 - R_2 ), resulting in:
$$ R_3 = [0, 0, 0, 0] $$
This shows that the third row is now all zeros.
- Identify the rank
The non-zero rows (the first two rows) indicate that the rank of the matrix ( A ) is 2. Thus, the rank is determined by the count of non-zero rows.
The rank of the matrix ( A ) is ( 2 ).
More Information
The rank of a matrix is the maximum number of linearly independent row or column vectors in the matrix. It provides insight into the dimensions of the vector space spanned by the rows or columns.
Tips
- Forgetting to simplify the matrix correctly can lead to an incorrect final rank.
- Not realizing that multiple rows can become identical during row reductions.
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