Math Problem Statement
Let A be a square matrix. Which statements from the following list imply that det(A) = 0?
Solution
The question on the screen asks which statements imply that the determinant of matrix , denoted as , is equal to 0. Let’s go through each option:
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a. All the entries of are negative.
- This does not necessarily imply that . The determinant is not directly related to the sign of the entries. The entries can be negative, but the matrix could still be invertible and have a non-zero determinant.
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b. is equal to its transpose.
- This means is symmetric. Symmetry alone does not imply that the determinant is zero. A symmetric matrix can have a non-zero determinant.
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c. The matrix is not invertible.
- This statement directly implies that . If a matrix is not invertible, then by definition, its determinant must be zero.
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d. Two columns of are equal.
- If two columns of a matrix are identical, the matrix is linearly dependent, which causes the determinant to be zero.
Therefore, the correct answers are c and d, as both conditions imply that .
Would you like more details or have any questions?
Here are some related questions to explore further:
- What other conditions can lead to a matrix having a zero determinant?
- How can we determine if a matrix is invertible using its determinant?
- What is the geometric interpretation of a zero determinant in a matrix?
- How does swapping two rows or columns in a matrix affect its determinant?
- Can a matrix with all non-zero entries still have a zero determinant?
Tip: Remember that if a matrix has linearly dependent rows or columns, its determinant will be zero.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Determinants
Matrix Properties
Formulas
det(A) = 0
Theorems
Invertibility Theorem
Linear Dependence and Determinants
Suitable Grade Level
Undergraduate