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Question

What is the inverse of the matrix?

\(A = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }&0\\ { - \sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

This question was previously asked in
NDA I 2018 GAT Previous Year Paper (22-Apr-2018)
The correct answer is \(\left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

Let's find the inverse of the given matrix step-by-step. The given matrix is:

\(A = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }&0\\ { - \sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

To find the inverse of a matrix \(A\), denoted as \(A^{-1}\), we use the formula:

\(A^{-1} = \frac{1}{\det(A)} \text{adj}(A)\)

where \(\det(A)\) is the determinant of matrix \(A\), and \(\text{adj}(A)\) is the adjoint of matrix \(A\).

Calculating the Determinant of the Matrix

First, we need to calculate the determinant of matrix \(A\). We can expand along the third row because it has two zeros, which simplifies the calculation.

\(\det(A) = 0 \cdot C_{31} + 0 \cdot C_{32} + 1 \cdot C_{33}\)

where \(C_{ij}\) is the cofactor of the element in the i-th row and j-th column.

We only need to calculate \(C_{33}\):

\(C_{33} = (-1)^{3+3} M_{33}\)

where \(M_{33}\) is the minor obtained by deleting the 3rd row and 3rd column of \(A\).

\(M_{33} = \det \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }\\ { - \sin \theta }&{\cos \theta } \end{array}} \right)\) \(M_{33} = (\cos \theta)(\cos \theta) - (\sin \theta)(-\sin \theta) = \cos^2 \theta + \sin^2 \theta = 1\)

So, \(C_{33} = (-1)^6 \cdot 1 = 1 \cdot 1 = 1\).

Therefore, the determinant of \(A\) is:

\(\det(A) = 1 \cdot C_{33} = 1 \cdot 1 = 1\)

Since \(\det(A) = 1 \neq 0\), the inverse of the matrix \(A\) exists.

Calculating the Adjoint of the Matrix

The adjoint of \(A\), \(\text{adj}(A)\), is the transpose of the matrix of cofactors of \(A\).

Let \(C\) be the matrix of cofactors, where \(C_{ij}\) is the cofactor of the element \(a_{ij}\) in matrix \(A\).

\(C_{ij} = (-1)^{i+j} M_{ij}\)

Let's calculate each cofactor:

  • \(C_{11} = (-1)^{1+1} \det \left( {\begin{array}{*{20}{c}} {\cos \theta }&0\\ 0&1 \end{array}} \right) = (1)(\cos \theta \cdot 1 - 0 \cdot 0) = \cos \theta\)
  • \(C_{12} = (-1)^{1+2} \det \left( {\begin{array}{*{20}{c}} { - \sin \theta }&0\\ 0&1 \end{array}} \right) = (-1)((-\sin \theta) \cdot 1 - 0 \cdot 0) = \sin \theta\)
  • \(C_{13} = (-1)^{1+3} \det \left( {\begin{array}{*{20}{c}} { - \sin \theta }&{\cos \theta }\\ 0&0 \end{array}} \right) = (1)((-\sin \theta) \cdot 0 - \cos \theta \cdot 0) = 0\)
  • \(C_{21} = (-1)^{2+1} \det \left( {\begin{array}{*{20}{c}} {\sin \theta }&0\\ 0&1 \end{array}} \right) = (-1)(\sin \theta \cdot 1 - 0 \cdot 0) = -\sin \theta\)
  • \(C_{22} = (-1)^{2+2} \det \left( {\begin{array}{*{20}{c}} {\cos \theta }&0\\ 0&1 \end{array}} \right) = (1)(\cos \theta \cdot 1 - 0 \cdot 0) = \cos \theta\)
  • \(C_{23} = (-1)^{2+3} \det \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }\\ 0&0 \end{array}} \right) = (-1)(\cos \theta \cdot 0 - \sin \theta \cdot 0) = 0\)
  • \(C_{31} = (-1)^{3+1} \det \left( {\begin{array}{*{20}{c}} {\sin \theta }&0\\ {\cos \theta }&0 \end{array}} \right) = (1)(\sin \theta \cdot 0 - 0 \cdot \cos \theta) = 0\)
  • \(C_{32} = (-1)^{3+2} \det \left( {\begin{array}{*{20}{c}} {\cos \theta }&0\\ { - \sin \theta }&0 \end{array}} \right) = (-1)(\cos \theta \cdot 0 - 0 \cdot (-\sin \theta)) = 0\)
  • \(C_{33} = (-1)^{3+3} \det \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }\\ { - \sin \theta }&{\cos \theta } \end{array}} \right) = (1)(\cos \theta \cdot \cos \theta - \sin \theta \cdot (-\sin \theta)) = \cos^2 \theta + \sin^2 \theta = 1\)

The matrix of cofactors \(C\) is:

\(C = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }&0\\ { - \sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

The adjoint of \(A\) is the transpose of the cofactor matrix \(C\):

\(\text{adj}(A) = C^T = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

Finding the Inverse Matrix

Now, we use the formula \(A^{-1} = \frac{1}{\det(A)} \text{adj}(A)\).

Since \(\det(A) = 1\), the inverse is simply the adjoint matrix:

\(A^{-1} = \frac{1}{1} \left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right) = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

Comparing with Options

Let's compare our calculated inverse with the given options:

Calculated Inverse Option 1 Option 2 Option 3 Option 4
\(\left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\) \(\left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\) \(\left( {\begin{array}{*{20}{c}} {\cos \theta }&0&{ - \sin \theta }\\ 0&1&0\\ {\sin \theta }&0&{\cos \theta } \end{array}} \right)\) \(\left( {\begin{array}{*{20}{c}} 1&0&0\\ 0&{\cos \theta }&{ - \sin \theta }\\ 0&{\sin \theta }&{\cos \theta } \end{array}} \right)\) \(\left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }&0\\ { - \sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

The calculated inverse matches Option 1.

Revision Table: Matrix Inverse Calculation

Step Description Formula/Method
1 Calculate the determinant of the matrix. \(\det(A)\)
2 Calculate the matrix of cofactors. \(C_{ij} = (-1)^{i+j} M_{ij}\)
3 Find the adjoint matrix. \(\text{adj}(A) = C^T\)
4 Calculate the inverse. \(A^{-1} = \frac{1}{\det(A)} \text{adj}(A)\)

Additional Information: Rotation Matrix and Inverse

The given matrix \(A\) is a special type of matrix. It represents a 2D rotation by an angle \(\theta\) in the xy-plane, combined with no change in the z-direction. Specifically, the upper-left 2x2 part is a standard 2D rotation matrix:

\(R(\theta) = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{\sin \theta }\\ { - \sin \theta }&{\cos \theta } \end{array}} \right)\)

The inverse of a rotation matrix \(R(\theta)\) is its transpose, \(R(\theta)^T\). The transpose of \(R(\theta)\) is:

\(R(\theta)^T = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }\\ {\sin \theta }&{\cos \theta } \end{array}} \right)\)

which corresponds to a rotation by \(-\theta\).

For the given 3x3 matrix \(A\), the inverse operation would be rotating back by \(-\theta\) in the xy-plane, while still keeping the z-component unchanged. This suggests the inverse matrix should have the 2D rotation by \(-\theta\) in the upper-left block and a 1 in the (3,3) position.

The matrix for a 2D rotation by \(-\theta\) is obtained by replacing \(\theta\) with \(-\theta\) in the rotation matrix formula:

\(\left( {\begin{array}{*{20}{c}} {\cos (-\theta) }&{\sin (-\theta) }\\ { - \sin (-\theta) }&{\cos (-\theta) } \end{array}} \right) = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }\\ {\sin \theta }&{\cos \theta } \end{array}} \right)\)

Combining this with the unchanged z-component, the inverse matrix is expected to be:

\(A^{-1} = \left( {\begin{array}{*{20}{c}} {\cos \theta }&{ - \sin \theta }&0\\ {\sin \theta }&{\cos \theta }&0\\ 0&0&1 \end{array}} \right)\)

This matches the result obtained through the determinant and adjoint method, confirming that the matrix represents a transformation involving rotation.

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Similar Questions

  1. What should be the value of x so that the matrix \(\left( {\begin{array}{*{20}{c}} 2&4\\ { - 8}&{\rm{x}} \end{array}} \right)\) does not have an inverse?

  2. What is the adjoint of the matrix \(\left( {\begin{array}{*{20}{c}} {\cos \left( { - \theta } \right)}&{ - \sin \left( { - \theta } \right)}\\ { - \sin \left( { - \theta } \right)}&{\cos \left( { - \theta } \right)} \end{array}} \right)\) ?

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  4. If A and B are two invertible square matrices of same order, then what is (AB) -1 equal to?

  5. If \(B = \left[ {\begin{array}{*{20}{c}} 3&2&0\\ 2&4&0\\ 1&1&0 \end{array}} \right]\) , then what is adjoint of B equal to?

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    1) (A -1 )-1 = A

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    Select the correct answer using the code given below:
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Important Questions from Adjoint and Inverse of a Square Matrix

  1. What should be the value of x so that the matrix \(\left( {\begin{array}{*{20}{c}} 2&4\\ { - 8}&{\rm{x}} \end{array}} \right)\) does not have an inverse?

  2. What is the adjoint of the matrix \(\left( {\begin{array}{*{20}{c}} {\cos \left( { - \theta } \right)}&{ - \sin \left( { - \theta } \right)}\\ { - \sin \left( { - \theta } \right)}&{\cos \left( { - \theta } \right)} \end{array}} \right)\) ?

  3. The inverse of the matrix A = \(\left( {\begin{array}{} 1&1&3\\ 1&3&{ - 3}\\ { - 2}&{ - 4}&{ - 4} \end{array}} \right)\) is:

  4. If A is an identity matrix of order 3, then its inverse (A -1 )

  5. If A and B are two invertible square matrices of same order, then what is (AB) -1 equal to?

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