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Matrices and Determinants question

2022 · Shift 2 · Q24
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  5. /2022 · Shift 2 · Q24

Matrices and Determinants question

2022 · Shift 2 · Q24

JEE AdvancedMathematicsMatrices and DeterminantsNumerical+3 / −1
Let β\betaβ be a real number. Consider the matrix A=(β0121−231−2)A=\left(\begin{array}{ccc} \beta & 0 & 1 \\ 2 & 1 & -2 \\ 3 & 1 & -2 \end{array}\right)A=​β23​011​1−2−2​​ If A7−(β−1)A6−βA5A^{7}-(\beta-1) A^{6}-\beta A^{5}A7−(β−1)A6−βA5 is a singular matrix, then the value of 9β9 \beta9β is ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 3

Step-by-Step Solution

  1. Analyze the given condition: We are given the matrix A=(β0121−231−2)A=\left(\begin{array}{ccc} \beta & 0 & 1 \\ 2 & 1 & -2 \\ 3 & 1 & -2 \end{array}\right)A=​β23​011​1−2−2​​ and the expression B=A7−(β−1)A6−βA5B = A^{7}-(\beta-1) A^{6}-\beta A^{5}B=A7−(β−1)A6−βA5. The condition is that BBB is a singular matrix. A matrix is singular if and only if its determinant is zero. So, we must have det⁡(B)=0\det(B) = 0det(B)=0.

  2. Simplify the matrix expression: We can factor out A5A^5A5 from the expression for BBB: B=A5(A2−(β−1)A−βI)B = A^5(A^2 - (\beta-1)A - \beta I)B=A5(A2−(β−1)A−βI) where III is the identity matrix.

  3. Use the determinant property: Using the property det⁡(XY)=det⁡(X)det⁡(Y)\det(XY) = \det(X)\det(Y)det(XY)=det(X)det(Y), we have: det⁡(B)=det⁡(A5)det⁡(A2−(β−1)A−βI)=0\det(B) = \det(A^5) \det(A^2 - (\beta-1)A - \beta I) = 0det(B)=det(A5)det(A2−(β−1)A−βI)=0 det⁡(B)=(det⁡(A))5det⁡(A2−(β−1)A−βI)=0\det(B) = (\det(A))^5 \det(A^2 - (\beta-1)A - \beta I) = 0det(B)=(det(A))5det(A2−(β−1)A−βI)=0

  4. Calculate the determinant of A: det⁡(A)=β∣1−21−2∣−0∣2−23−2∣+1∣2131∣\det(A) = \beta \begin{vmatrix} 1 & -2 \\ 1 & -2 \end{vmatrix} - 0 \begin{vmatrix} 2 & -2 \\ 3 & -2 \end{vmatrix} + 1 \begin{vmatrix} 2 & 1 \\ 3 & 1 \end{vmatrix}det(A)=β​11​−2−2​​−0​23​−2−2​​+1​23​11​​ det⁡(A)=β(1(−2)−(−2)(1))−0+1(2(1)−3(1))\det(A) = \beta(1(-2) - (-2)(1)) - 0 + 1(2(1) - 3(1))det(A)=β(1(−2)−(−2)(1))−0+1(2(1)−3(1)) det⁡(A)=β(−2+2)+1(2−3)=β(0)−1=−1\det(A) = \beta(-2+2) + 1(2-3) = \beta(0) - 1 = -1det(A)=β(−2+2)+1(2−3)=β(0)−1=−1

  5. Simplify the singularity condition: Since det⁡(A)=−1\det(A) = -1det(A)=−1, (det⁡(A))5=(−1)5=−1≠0(\det(A))^5 = (-1)^5 = -1 \neq 0(det(A))5=(−1)5=−1=0. For det⁡(B)\det(B)det(B) to be zero, we must have: det⁡(A2−(β−1)A−βI)=0\det(A^2 - (\beta-1)A - \beta I) = 0det(A2−(β−1)A−βI)=0

  6. Relate the condition to eigenvalues: Let λ\lambdaλ be an eigenvalue of the matrix AAA. Then, the eigenvalues of the matrix polynomial P(A)=A2−(β−1)A−βIP(A) = A^2 - (\beta-1)A - \beta IP(A)=A2−(β−1)A−βI are given by P(λ)=λ2−(β−1)λ−βP(\lambda) = \lambda^2 - (\beta-1)\lambda - \betaP(λ)=λ2−(β−1)λ−β. The determinant of a matrix is the product of its eigenvalues. For det⁡(P(A))\det(P(A))det(P(A)) to be zero, at least one of its eigenvalues must be zero. Therefore, for some eigenvalue λ\lambdaλ of AAA, we must have: λ2−(β−1)λ−β=0\lambda^2 - (\beta-1)\lambda - \beta = 0λ2−(β−1)λ−β=0 Factoring this quadratic equation in λ\lambdaλ: (λ−β)(λ+1)=0(\lambda - \beta)(\lambda + 1) = 0(λ−β)(λ+1)=0 This implies that an eigenvalue of AAA must be either λ=β\lambda = \betaλ=β or λ=−1\lambda = -1λ=−1.

  7. Find the characteristic equation of A: The eigenvalues of AAA are the roots of the characteristic equation det⁡(A−λI)=0\det(A - \lambda I) = 0det(A−λI)=0. A−λI=(β−λ0121−λ−231−2−λ)A - \lambda I = \left(\begin{array}{ccc} \beta-\lambda & 0 & 1 \\ 2 & 1-\lambda & -2 \\ 3 & 1 & -2-\lambda \end{array}\right)A−λI=​β−λ23​01−λ1​1−2−2−λ​​ det⁡(A−λI)=(β−λ)[(1−λ)(−2−λ)−(−2)(1)]−0+1[2(1)−3(1−λ)]\det(A - \lambda I) = (\beta-\lambda)[(1-\lambda)(-2-\lambda) - (-2)(1)] - 0 + 1[2(1) - 3(1-\lambda)]det(A−λI)=(β−λ)[(1−λ)(−2−λ)−(−2)(1)]−0+1[2(1)−3(1−λ)] =(β−λ)[−2−λ+2λ+λ2+2]+[2−3+3λ]= (\beta-\lambda)[-2-\lambda+2\lambda+\lambda^2+2] + [2-3+3\lambda]=(β−λ)[−2−λ+2λ+λ2+2]+[2−3+3λ] =(β−λ)(λ2+λ)+(3λ−1)= (\beta-\lambda)(\lambda^2+\lambda) + (3\lambda-1)=(β−λ)(λ2+λ)+(3λ−1) =βλ2+βλ−λ3−λ2+3λ−1= \beta\lambda^2 + \beta\lambda - \lambda^3 - \lambda^2 + 3\lambda - 1=βλ2+βλ−λ3−λ2+3λ−1 =−λ3+(β−1)λ2+(β+3)λ−1= -\lambda^3 + (\beta-1)\lambda^2 + (\beta+3)\lambda - 1=−λ3+(β−1)λ2+(β+3)λ−1 So, the characteristic equation is λ3−(β−1)λ2−(β+3)λ+1=0\lambda^3 - (\beta-1)\lambda^2 - (\beta+3)\lambda + 1 = 0λ3−(β−1)λ2−(β+3)λ+1=0.

  8. Test the possible eigenvalues: We have two cases from step 6. Case 1: λ=β\lambda = \betaλ=β is an eigenvalue of AAA. Substitute λ=β\lambda = \betaλ=β into the characteristic equation: β3−(β−1)β2−(β+3)β+1=0\beta^3 - (\beta-1)\beta^2 - (\beta+3)\beta + 1 = 0β3−(β−1)β2−(β+3)β+1=0 β3−(β3−β2)−(β2+3β)+1=0\beta^3 - (\beta^3 - \beta^2) - (\beta^2 + 3\beta) + 1 = 0β3−(β3−β2)−(β2+3β)+1=0 β3−β3+β2−β2−3β+1=0\beta^3 - \beta^3 + \beta^2 - \beta^2 - 3\beta + 1 = 0β3−β3+β2−β2−3β+1=0 −3β+1=0  ⟹  β=13-3\beta + 1 = 0 \implies \beta = \frac{1}{3}−3β+1=0⟹β=31​

    Case 2: λ=−1\lambda = -1λ=−1 is an eigenvalue of AAA. Substitute λ=−1\lambda = -1λ=−1 into the characteristic equation: (−1)3−(β−1)(−1)2−(β+3)(−1)+1=0(-1)^3 - (\beta-1)(-1)^2 - (\beta+3)(-1) + 1 = 0(−1)3−(β−1)(−1)2−(β+3)(−1)+1=0 −1−(β−1)(1)+(β+3)+1=0-1 - (\beta-1)(1) + (\beta+3) + 1 = 0−1−(β−1)(1)+(β+3)+1=0 −1−β+1+β+3+1=0-1 - \beta + 1 + \beta + 3 + 1 = 0−1−β+1+β+3+1=0 4=04 = 04=0 This is a contradiction, so λ=−1\lambda = -1λ=−1 cannot be an eigenvalue.

  9. Determine the value of β\betaβ and calculate the final answer: The only valid solution is β=13\beta = \frac{1}{3}β=31​. The question asks for the value of 9β9\beta9β. 9β=9×13=39\beta = 9 \times \frac{1}{3} = 39β=9×31​=3

    The final answer is 3.

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