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Matrices and Determinants question

2017 · Shift 1 · Q24
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  5. /2017 · Shift 1 · Q24

Matrices and Determinants question

2017 · Shift 1 · Q24

JEE AdvancedMathematicsMatrices and DeterminantsMultiple correct+4 / −1
Which of the following is(are) NOT the square of a 3 ×\times× 3 matrix with real entries?
  1. A
    [10001000−1]\left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & { - 1} \\ \end{matrix} } \right]​100​010​00−1​​
  2. B
    [1000−1000−1]\left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & { - 1} & 0 \\ 0 & 0 & { - 1} \\ \end{matrix} } \right]​100​0−10​00−1​​
  3. C
    [−1000−1000−1]\left[ {\begin{matrix} { - 1} & 0 & 0 \\ 0 & { - 1} & 0 \\ 0 & 0 & { - 1} \\ \end{matrix} } \right]​−100​0−10​00−1​​
  4. D
    [100010001]\left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \\ \end{matrix} } \right]​100​010​001​​
View written solutionFree

Correct answer: A, C

To determine which of the given matrices is NOT the square of a 3x3 matrix with real entries, we can use properties of such square matrices.

Let BBB be a given 3x3 matrix and suppose there exists a 3x3 matrix AAA with real entries such that A2=BA^2 = BA2=B.

Property 1: Determinant The determinant of a matrix with real entries is a real number. Taking the determinant of the equation A2=BA^2 = BA2=B, we get: det⁡(B)=det⁡(A2)=(det⁡(A))2\det(B) = \det(A^2) = (\det(A))^2det(B)=det(A2)=(det(A))2 Since det⁡(A)\det(A)det(A) is a real number, (det⁡(A))2(\det(A))^2(det(A))2 must be non-negative. Therefore, a necessary condition for BBB to be the square of a real matrix is that det⁡(B)≥0\det(B) \ge 0det(B)≥0. Any matrix with a negative determinant cannot be the square of a real matrix.

Property 2: Eigenvalues A stronger condition relates to the eigenvalues of BBB. If B=A2B=A^2B=A2 for a real matrix AAA, then any real negative eigenvalue of BBB must have an even algebraic multiplicity. This is because the eigenvalues of AAA are either real or come in complex conjugate pairs. A real negative eigenvalue of BBB can only arise from squaring a purely imaginary eigenvalue of AAA. Since non-real eigenvalues of a real matrix AAA must come in conjugate pairs (e.g., icicic and −ic-ic−ic), they contribute to the multiplicity of the negative eigenvalue of BBB in pairs. Thus, the total multiplicity must be even.

Let's analyze each option:

A: BA=[10001000−1]B_A = \left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & { - 1} \\ \end{matrix} } \right]BA​=​100​010​00−1​​

  1. Using the determinant: det⁡(BA)=1×1×(−1)=−1\det(B_A) = 1 \times 1 \times (-1) = -1det(BA​)=1×1×(−1)=−1. Since the determinant is negative, BAB_ABA​ cannot be the square of a real matrix.
  2. Using eigenvalues: The eigenvalues of BAB_ABA​ are the diagonal entries: 1,1,−11, 1, -11,1,−1. The negative eigenvalue is λ=−1\lambda = -1λ=−1, and its multiplicity is 1, which is an odd number. This also shows that BAB_ABA​ cannot be the square of a real matrix. Thus, option A is a correct answer.

B: BB=[1000−1000−1]B_B = \left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & { - 1} & 0 \\ 0 & 0 & { - 1} \\ \end{matrix} } \right]BB​=​100​0−10​00−1​​

  1. Using the determinant: det⁡(BB)=1×(−1)×(−1)=1\det(B_B) = 1 \times (-1) \times (-1) = 1det(BB​)=1×(−1)×(−1)=1. Since the determinant is non-negative, this matrix could be the square of a real matrix.
  2. Using eigenvalues: The eigenvalues are 1,−1,−11, -1, -11,−1,−1. The negative eigenvalue λ=−1\lambda = -1λ=−1 has multiplicity 2, which is an even number. This condition is satisfied.
  3. Finding a matrix A: We need to check if such a real matrix AAA exists. Let's try to construct one. We need A2=BBA^2=B_BA2=BB​. Consider a block diagonal matrix A=[a000bc0de]A = \left[ {\begin{matrix} a & 0 & 0 \\ 0 & b & c \\ 0 & d & e \\ \end{matrix} } \right]A=​a00​0bd​0ce​​. Then A2=[a2000b2+cdbc+ce0bd+decd+e2]A^2 = \left[ {\begin{matrix} a^2 & 0 & 0 \\ 0 & b^2+cd & bc+ce \\ 0 & bd+de & cd+e^2 \\ \end{matrix} } \right]A2=​a200​0b2+cdbd+de​0bc+cecd+e2​​. We need a2=1a^2=1a2=1, so let a=1a=1a=1. We need the 2x2 submatrix A′=[bcde]A' = \left[ {\begin{matrix} b & c \\ d & e \\ \end{matrix} } \right]A′=[bd​ce​] to satisfy (A′)2=[−100−1]=−I2(A')^2 = \left[ {\begin{matrix} -1 & 0 \\ 0 & -1 \\ \end{matrix} } \right] = -I_2(A′)2=[−10​0−1​]=−I2​. A known real matrix whose square is −I2-I_2−I2​ is the rotation matrix for 90 degrees, scaled. Let A′=[01−10]A' = \left[ {\begin{matrix} 0 & 1 \\ -1 & 0 \\ \end{matrix} } \right]A′=[0−1​10​]. (A′)2=[01−10][01−10]=[−100−1](A')^2 = \left[ {\begin{matrix} 0 & 1 \\ -1 & 0 \\ \end{matrix} } \right] \left[ {\begin{matrix} 0 & 1 \\ -1 & 0 \\ \end{matrix} } \right] = \left[ {\begin{matrix} -1 & 0 \\ 0 & -1 \\ \end{matrix} } \right](A′)2=[0−1​10​][0−1​10​]=[−10​0−1​]. So, we can take A=[1000010−10]A = \left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & 0 & 1 \\ 0 & -1 & 0 \\ \end{matrix} } \right]A=​100​00−1​010​​. This is a real matrix, and A2=BBA^2 = B_BA2=BB​. Therefore, BBB_BBB​ IS the square of a real matrix. Thus, option B is not a correct answer to the question.

C: BC=[−1000−1000−1]B_C = \left[ {\begin{matrix} { - 1} & 0 & 0 \\ 0 & { - 1} & 0 \\ 0 & 0 & { - 1} \\ \end{matrix} } \right]BC​=​−100​0−10​00−1​​

  1. Using the determinant: det⁡(BC)=(−1)×(−1)×(−1)=−1\det(B_C) = (-1) \times (-1) \times (-1) = -1det(BC​)=(−1)×(−1)×(−1)=−1. Since the determinant is negative, BCB_CBC​ cannot be the square of a real matrix.
  2. Using eigenvalues: The eigenvalues are −1,−1,−1-1, -1, -1−1,−1,−1. The negative eigenvalue λ=−1\lambda = -1λ=−1 has multiplicity 3, which is an odd number. This confirms that BCB_CBC​ cannot be the square of a real matrix. Thus, option C is a correct answer.

D: BD=[100010001]B_D = \left[ {\begin{matrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \\ \end{matrix} } \right]BD​=​100​010​001​​ This is the identity matrix I3I_3I3​. det⁡(BD)=1>0\det(B_D) = 1 > 0det(BD​)=1>0. It can be a square. We can choose A=I3A = I_3A=I3​, which is a real matrix. Then A2=I32=I3=BDA^2 = I_3^2 = I_3 = B_DA2=I32​=I3​=BD​. So, BDB_DBD​ IS the square of a real matrix. Thus, option D is not a correct answer.

Conclusion: The matrices that are NOT the square of a 3x3 matrix with real entries are those in options A and C.

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