Math Problem Statement
Which of the following matrices is/are in reduced row-echelon form
$A=\begin{pmatrix}1&2&0\0&1&0 \0&0&1\end{pmatrix}$,
$B=\begin{pmatrix}0&1&0\1&0&0\0&0&1\end{pmatrix}$,
$C=\begin{pmatrix}1&0&0\0&2&0\0&0&1\end{pmatrix}$,
$D=\begin{pmatrix}1&2&0\0&0&1\0&0&0\0&0&0\end{pmatrix}$?
Solution
To determine which matrices are in reduced row-echelon form (RREF), we need to verify that each matrix satisfies the following criteria:
- Leading entry: The leading entry (first non-zero number from the left) in each non-zero row is 1.
- Column zeroes: Each leading 1 is the only non-zero entry in its column.
- Row order: The leading 1 in a row is to the right of the leading 1 in the row above it.
- Row of zeroes: Any row consisting entirely of zeroes is at the bottom of the matrix.
Let's analyze each matrix:
Matrix :
- Leading entries are 1.
- Leading 1's are the only non-zero entries in their columns.
- Each leading 1 is to the right of the leading 1 in the row above it.
- No row of all zeroes.
Matrix is in RREF.
Matrix :
- The first row has a leading 1, but it's not in the first column.
- Leading 1's are the only non-zero entries in their columns.
- The leading 1 in the second row is not to the right of the leading 1 in the first row.
Matrix is not in RREF.
Matrix :
- The first row has a leading 1.
- The second row has a leading entry of 2 (not 1), which violates the first condition.
- The third row is fine but the violation in the second row is enough.
Matrix is not in RREF.
Matrix :
- Leading entries are 1.
- Leading 1's are the only non-zero entries in their columns.
- Each leading 1 is to the right of the leading 1 in the row above it.
- Rows of all zeroes are at the bottom.
Matrix is in RREF.
Conclusion
The matrices in reduced row-echelon form are:
Would you like further details or have any questions?
Here are 5 questions you might ask next:
- How do you perform Gaussian elimination to achieve RREF?
- What is the difference between row-echelon form and reduced row-echelon form?
- Can you provide an example of a matrix not in RREF and show how to convert it?
- What are the applications of reduced row-echelon form in solving linear systems?
- How do you determine the rank of a matrix from its RREF?
Tip: In reduced row-echelon form, each leading 1 must be the only non-zero entry in its column, ensuring that each row and column maintains a specific order.
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Math Problem Analysis
Mathematical Concepts
Matrices
Row Operations
Reduced Row-Echelon Form (RREF)
Formulas
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Theorems
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Suitable Grade Level
Advanced High School