Math Problem Statement

Let A and B be two square matrices with det(A) = 2 and det(B) = 3. Calculate det(A^2 B^T A^{-1} B).

Solution

The problem states:

"Let AA and BB be two square matrices with det(A)=2\text{det}(A) = 2 and det(B)=3\text{det}(B) = 3. Calculate det(A2BTA1B)\text{det}(A^2 B^T A^{-1} B)."

Solution:

We are given two square matrices AA and BB, and we need to compute the determinant of the matrix expression A2BTA1BA^2 B^T A^{-1} B.

Step-by-step approach:

  1. Use the properties of determinants:

    • det(XY)=det(X)det(Y)\text{det}(XY) = \text{det}(X) \cdot \text{det}(Y) for any matrices XX and YY of the same size.
    • det(A1)=1det(A)\text{det}(A^{-1}) = \frac{1}{\text{det}(A)}.
    • det(AT)=det(A)\text{det}(A^T) = \text{det}(A) for any square matrix AA.
  2. Break down the expression A2BTA1BA^2 B^T A^{-1} B:

    • det(A2)=det(A)2=22=4\text{det}(A^2) = \text{det}(A)^2 = 2^2 = 4.
    • det(BT)=det(B)=3\text{det}(B^T) = \text{det}(B) = 3.
    • det(A1)=1det(A)=12\text{det}(A^{-1}) = \frac{1}{\text{det}(A)} = \frac{1}{2}.
    • det(B)=3\text{det}(B) = 3.
  3. Now calculate the determinant of the full expression: det(A2BTA1B)=det(A2)det(BT)det(A1)det(B)\text{det}(A^2 B^T A^{-1} B) = \text{det}(A^2) \cdot \text{det}(B^T) \cdot \text{det}(A^{-1}) \cdot \text{det}(B) Substituting the values we computed: det(A2BTA1B)=43123=49=36\text{det}(A^2 B^T A^{-1} B) = 4 \cdot 3 \cdot \frac{1}{2} \cdot 3 = 4 \cdot 9 = 36

Thus, the determinant of A2BTA1BA^2 B^T A^{-1} B is 36\boxed{36}.


Let me know if you'd like more details or have any questions!

Here are five related questions:

  1. What are some other properties of matrix determinants?
  2. How does the determinant of a product of matrices relate to the individual determinants?
  3. What is the significance of the determinant being non-zero for square matrices?
  4. How does the transpose of a matrix affect its determinant?
  5. How can we interpret determinants geometrically?

Tip: For inverse matrices, remember that det(A1)=1det(A)\text{det}(A^{-1}) = \frac{1}{\text{det}(A)}, which is useful in complex matrix determinant calculations.

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Math Problem Analysis

Mathematical Concepts

Matrix Algebra
Determinants
Matrix Transpose
Inverse Matrices

Formulas

det(XY) = det(X) * det(Y) for matrices X and Y of the same size
det(A^{-1}) = 1/det(A)
det(A^T) = det(A)

Theorems

Determinant Multiplication Theorem
Inverse Determinant Theorem
Transpose Determinant Theorem

Suitable Grade Level

College or advanced high school (Grades 11-12)