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Question

Let A = $[a_{ij}]_{2 \times 3}$ and B = $[b_{ij}]_{3 \times 2}$, then $|5AB|$ is equal to

The correct answer is
$5^2|AB|$

This question involves understanding the properties of determinants when dealing with matrix multiplication and scalar multiplication.

Determinant of Matrix Product

We are given two matrices, A and B, with the following dimensions:

  • Matrix A: $[a_{ij}]_{2 \times 3}$ (2 rows, 3 columns)
  • Matrix B: $[b_{ij}]_{3 \times 2}$ (3 rows, 2 columns)

The product of these two matrices, AB, is calculated as follows:

Dimension of A = $2 \times 3$

Dimension of B = $3 \times 2$

Dimension of AB = (Dimension of A) $\times$ (Dimension of B) = $(2 \times 3) \times (3 \times 2) = 2 \times 2$.

So, the resulting matrix AB is a $2 \times 2$ square matrix. Let's denote the product matrix as C = AB. Thus, C is a $2 \times 2$ matrix.

Scalar Multiplication Property of Determinants

We need to find the value of $|5AB|$. This means we need to find the determinant of the matrix obtained by multiplying the matrix AB by the scalar value 5.

A key property of determinants states that for any $n \times n$ square matrix M and any scalar k, the determinant of kM is given by:

$ |kM| = k^n |M| $

In our case:

  • The matrix is AB (or C), which is a $2 \times 2$ matrix.
  • The scalar multiple is k = 5.
  • The dimension of the square matrix AB is $n=2$.

Applying the property, we get:

$ |5AB| = 5^n |AB| $

Substituting $n=2$:

$ |5AB| = 5^2 |AB| $

Addressing Other Options

It's important to note why other options are incorrect:

  • Options 1 and 2 ($5^2. |A|. |B|$ and $5^3. |A|. |B|$) are incorrect because the determinants $|A|$ and $|B|$ are not defined. The determinant is only defined for square matrices, and matrices A ($2 \times 3$) and B ($3 \times 2$) are rectangular matrices. Furthermore, the property $|AB| = |A||B|$ only applies when both A and B are square matrices of the same dimension.
  • Option 4 ($5^3|AB|$) uses the wrong power of the scalar. The power corresponds to the dimension of the resulting square matrix after multiplication, which is 2 in this case, not 3.

Conclusion

Based on the property of scalar multiplication of determinants for square matrices, the correct expression for $|5AB|$ is $5^2 |AB|$.

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Important Questions from Matrix Algebra

  1. Consider the system of equations: x + y = 2 and 2x + 2y = 5. This system has

  2. The standard ordered basis of R 3 is {e 1, e 2, e 3} Let T : R 3 → R 3 be the linear transformation such that T(e 1) = 7e 1- 5e 3, T (e 2) = -2e 2+ 9e 3, T(e 3) = e 1+ e 2+ e 3. The standard matrix of T is:

  3. The system of equations

    x + y + z = 6;

    x + 4y + 6z = 20;

    x + 4y + λz = μ

    has NO solution for values of λ and μ given by

  4. What is the transformation matrix M that transforms a square in the xy-plane defined by (1, 1) T, (-1, 1) T, (-1, -1) T and (1, -1) T to a parallelogram whose corresponding vertices are (2, 1) T, (0, 1) T, (-2, -1) T and (0, -1) T?

  5. If A = \( \left[\begin{array}{cc}0 & 1 \\ −1 & 0\end{array}\right]\)  and (aI 2  + bA)2  = A, then
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