Question

Difficulty: HardMatrices and Determinants

Let AA be a 3×33 \times 3 square matrix such that det(A)>0\det(A) > 0. If the matrix satisfies the property det(3A1)=det(ATA)\det(3A^{-1}) = \det(A^T A), what is the value of det(A)\det(A)?

Answer: 3

Answer

The value of det(A)\det(A) is 3.
Using fundamental determinant identities for a 3×33 \times 3 matrix (n=3n = 3): det(3A1)=33det(A1)=27det(A)\det(3A^{-1}) = 3^3 \det(A^{-1}) = \frac{27}{\det(A)} and det(ATA)=det(AT)det(A)=(det(A))2\det(A^T A) = \det(A^T)\det(A) = (\det(A))^2. Equating them yields 27det(A)=(det(A))2    (det(A))3=27\frac{27}{\det(A)} = (\det(A))^2 \implies (\det(A))^3 = 27, which yields det(A)=3\det(A) = 3.

Step-by-Step Solution

1
Express det(3A1)\det(3A^{-1}) in terms of det(A)\det(A) using determinant scaling and inverse properties.
\det(3A^{-1}) = 3^3 \det(A^{-1}) = \frac{27}{\det(A)}.
For an n×nn \times n matrix MM, scaling by constant kk gives det(kM)=kndet(M)\det(kM) = k^n \det(M), and det(M1)=1det(M)\det(M^{-1}) = \frac{1}{\det(M)}.
2
Express det(ATA)\det(A^T A) in terms of det(A)\det(A) using transpose and multiplication properties.
\det(A^T A) = \det(A^T)\det(A) = (\det(A))^2.
The determinant of a product is the product of determinants, and det(AT)=det(A)\det(A^T) = \det(A).
3
Set the two simplified expressions equal to each other and solve for det(A)\det(A).
\frac{27}{\det(A)} = (\det(A))^2 \implies (\det(A))^3 = 27 \implies \det(A) = 3.
Taking the cube root of both sides gives the unique real value since det(A)>0\det(A) > 0.

Key Concept

Properties of Determinants (Scalar Multiplication, Transpose, Inverse, and Matrix Products)
Estimated Time:1m 30s
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