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Question

If $A = \begin{bmatrix} 1 & 0 \\ 0 & -1 \end{bmatrix}$ and $B = \begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix}$ then the matrix $AB$ is equal to

The correct answer is

2. $\begin{bmatrix} 0 & -1 \\ 1 & 0 \end{bmatrix}$

Matrix Multiplication Calculation

This problem requires us to calculate the product of two given matrices, $A$ and $B$, denoted as $AB$. Matrix multiplication is a fundamental operation where the rows of the first matrix are multiplied by the columns of the second matrix.

Understanding Matrix Multiplication

To multiply two matrices, say $A = \begin{bmatrix} a_{11} & a_{12} \\ a_{21} & a_{22} \end{bmatrix}$ and $B = \begin{bmatrix} b_{11} & b_{12} \\ b_{21} & b_{22} \end{bmatrix}$, we create a resultant matrix $C = \begin{bmatrix} c_{11} & c_{12} \\ c_{21} & c_{22} \end{bmatrix}$. Each element $c_{ij}$ in the resulting matrix $C$ is obtained by computing the dot product of the $i$-th row of matrix $A$ and the $j$-th column of matrix $B$. The formula is:

$ c_{ij} = \sum_{k=1}^{2} a_{ik} b_{kj} $

For a 2x2 matrix multiplication, the specific calculations are:

  • $c_{11} = a_{11}b_{11} + a_{12}b_{21}$
  • $c_{12} = a_{11}b_{12} + a_{12}b_{22}$
  • $c_{21} = a_{21}b_{11} + a_{22}b_{21}$
  • $c_{22} = a_{21}b_{12} + a_{22}b_{22}$

Calculating AB for the Given Matrices

The matrices provided in the question are:

$ A = \begin{bmatrix} 1 & 0 \\ 0 & -1 \end{bmatrix} $

$ B = \begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix} $

We compute the product $AB$ by applying the multiplication rules step-by-step:

Calculation for Element Result
Element (1,1): $ (1 \times 0) + (0 \times 1) $ $ 0 + 0 = 0 $
Element (1,2): $ (1 \times 1) + (0 \times 0) $ $ 1 + 0 = 1 $
Element (2,1): $ (0 \times 0) + (-1 \times 1) $ $ 0 - 1 = -1 $
Element (2,2): $ (0 \times 1) + (-1 \times 0) $ $ 0 + 0 = 0 $

Based on these calculations, the resulting matrix $AB$ is:

$ AB = \begin{bmatrix} 0 & 1 \\ -1 & 0 \end{bmatrix} $

Final Answer Selection

Now, we compare our calculated matrix $AB$ with the given options:

  • 1. $\begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix}$
  • 2. $\begin{bmatrix} 0 & -1 \\ 1 & 0 \end{bmatrix}$
  • 3. $\begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix}$
  • 4. $\begin{bmatrix} 1 & 1 \\ 1 & -1 \end{bmatrix}$

Our calculated result for $AB$ is $\begin{bmatrix} 0 & 1 \\ -1 & 0 \end{bmatrix}$. This result does not precisely match any of the provided options. However, Option 2, which is $\begin{bmatrix} 0 & -1 \\ 1 & 0 \end{bmatrix}$, corresponds to the calculation of the matrix product $BA$. As per the provided correct answer, Option 2 is indicated as the solution.

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Important Questions from Matrix Algebra

  1. If A = \( \left[\begin{array}{cc}0 & 1 \\ −1 & 0\end{array}\right]\)  and (aI 2  + bA)2  = A, then
  2. If A = \(\left[\begin{array}{cc}2 & −3 \\3 & 5\end{array}\right]\), then which of the following statements are correct?

    A. A is a square matrix

    B. A−1 exists

    C. A is a symmetric matrix

    D. |A| = 19

    E. A is a null matrix

    Choose the correct answer from the options given below.

  3. If A is Square Matrix of order 3, then product of A and its transpose is

  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. Let \(A = \left[ {\begin{array}{*{20}{c}} 1&1&0\\ 0&1&0\\ 1&1&0\\ 0&0&1 \end{array}} \right]\) and  \(B = \left[ {\begin{array}{*{20}{c}} 1&0&0&0\\ 0&1&1&0\\ 1&0&1&1\\ \end{array}} \right]\) Find the boolean product A ⊙ B of the two matrices.

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