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 AA, denoted as det(A)\det(A), is equal to 0. Let’s go through each option:

  1. a. All the entries of AA are negative.

    • This does not necessarily imply that det(A)=0\det(A) = 0. 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.
  2. b. AA is equal to its transpose.

    • This means AA is symmetric. Symmetry alone does not imply that the determinant is zero. A symmetric matrix can have a non-zero determinant.
  3. c. The matrix AA is not invertible.

    • This statement directly implies that det(A)=0\det(A) = 0. If a matrix is not invertible, then by definition, its determinant must be zero.
  4. d. Two columns of AA 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 det(A)=0\det(A) = 0.

Would you like more details or have any questions?

Here are some related questions to explore further:

  1. What other conditions can lead to a matrix having a zero determinant?
  2. How can we determine if a matrix is invertible using its determinant?
  3. What is the geometric interpretation of a zero determinant in a matrix?
  4. How does swapping two rows or columns in a matrix affect its determinant?
  5. 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