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JEE Main 2023
Matrices & Determinants
Matrices and Determinants
Hard

Question

Let A\mathrm{A} be a 2×22 \times 2 matrix with real entries such that A=αA+I\mathrm{A}'=\alpha \mathrm{A}+\mathrm{I}, where αR{1,1}\alpha \in \mathbb{R}-\{-1,1\}. If det(A2A)=4\operatorname{det}\left(A^{2}-A\right)=4, then the sum of all possible values of α\alpha is equal to :

Options

Solution

1. Key Concepts and Formulas

  1. Matrix Transpose Properties: For matrices MM and NN, and a scalar kk:
    • (MT)T=M(M^T)^T = M (Transpose of a transpose is the original matrix).
    • (kM+N)T=kMT+NT(kM + N)^T = kM^T + N^T (Transpose distributes over scalar multiplication and addition).
    • IT=II^T = I (The identity matrix is symmetric).
  2. Determinant Properties for n×nn \times n matrices: For matrices MM and NN, and a scalar kk:
    • det(MN)=det(M)det(N)\det(MN) = \det(M) \det(N) (Determinant of a product is the product of determinants).
    • det(kM)=kndet(M)\det(kM) = k^n \det(M) (Scalar multiplication scales the determinant by knk^n). For a 2×22 \times 2 matrix, n=2n=2, so det(kM)=k2det(M)\det(kM) = k^2 \det(M).
    • det(I)=1\det(I) = 1.
  3. Quadratic Equation Roots: For ax2+bx+c=0ax^2 + bx + c = 0, the sum of roots is ba-\frac{b}{a}. For real roots, the discriminant D=b24acD = b^2 - 4ac must be non-negative.

2. Step-by-Step Solution

Step 1: Determine the structure of Matrix AA

We are given the relation: AT=αA+I()A^T = \alpha A + I \quad (*) where AA is a 2×22 \times 2 matrix with real entries, and αR{1,1}\alpha \in \mathbb{R}-\{-1,1\}. Our first goal is to express AA in a simpler form.

  • Take the transpose of both sides of equation ()(*): Applying the transpose operation to both sides helps us create a second equation involving AA and ATA^T, which can then be used to eliminate ATA^T. (AT)T=(αA+I)T(A^T)^T = (\alpha A + I)^T
  • Apply transpose properties: Using (AT)T=A(A^T)^T = A, (kA+B)T=kAT+BT(kA + B)^T = kA^T + B^T, and IT=II^T = I: A=αAT+I()A = \alpha A^T + I \quad (**)
  • Substitute ATA^T from ()(*) into ()(**): This eliminates ATA^T from the equation, allowing us to solve for AA in terms of α\alpha and II. A=α(αA+I)+IA = \alpha (\alpha A + I) + I
  • Simplify the expression: A=α2A+αI+IA = \alpha^2 A + \alpha I + I A=α2A+(α+1)IA = \alpha^2 A + (\alpha + 1)I
  • Rearrange to solve for AA: Gather terms involving AA on one side: Aα2A=(α+1)IA - \alpha^2 A = (\alpha + 1)I Factor out AA: A(1α2)=(α+1)IA(1 - \alpha^2) = (\alpha + 1)I
  • Isolate AA: We can divide by (1α2)(1 - \alpha^2) because the problem states αR{1,1}\alpha \in \mathbb{R}-\{-1,1\}, which means α1\alpha \neq 1 and α1\alpha \neq -1. Therefore, 1α2=(1α)(1+α)01 - \alpha^2 = (1 - \alpha)(1 + \alpha) \neq 0. A=(α+1)(1α)(1+α)IA = \frac{(\alpha + 1)}{(1 - \alpha)(1 + \alpha)} I Since α1\alpha \neq -1, we can cancel the (α+1)(\alpha + 1) terms: A=11αI(1)A = \frac{1}{1 - \alpha} I \quad (1) This shows that AA is a scalar multiple of the identity matrix. This significantly simplifies subsequent calculations.

Step 2: Calculate det(A)\det(A) and det(AI)\det(A-I)

We are given det(A2A)=4\det(A^2 - A) = 4. To use this, we will factor A2AA^2 - A as A(AI)A(A-I) and then calculate det(A)\det(A) and det(AI)\det(A-I) separately.

  • Calculate det(A)\det(A): Since A=11αIA = \frac{1}{1 - \alpha} I and AA is a 2×22 \times 2 matrix, we use the property det(kI)=k2\det(kI) = k^2 (for n=2n=2). Here, k=11αk = \frac{1}{1 - \alpha}. det(A)=det(11αI)=(11α)2=1(1α)2\det(A) = \det\left(\frac{1}{1 - \alpha} I\right) = \left(\frac{1}{1 - \alpha}\right)^2 = \frac{1}{(1 - \alpha)^2}
  • Calculate AIA - I: Using equation (1)(1): AI=11αII=(11α1)IA - I = \frac{1}{1 - \alpha} I - I = \left(\frac{1}{1 - \alpha} - 1\right) I Simplify the scalar term: 11α1=1(1α)1α=α1α\frac{1}{1 - \alpha} - 1 = \frac{1 - (1 - \alpha)}{1 - \alpha} = \frac{\alpha}{1 - \alpha} So, AI=α1αIA - I = \frac{\alpha}{1 - \alpha} I
  • Calculate det(AI)\det(A - I): Again, using det(kI)=k2\det(kI) = k^2: det(AI)=det(α1αI)=(α1α)2=α2(1α)2\det(A - I) = \det\left(\frac{\alpha}{1 - \alpha} I\right) = \left(\frac{\alpha}{1 - \alpha}\right)^2 = \frac{\alpha^2}{(1 - \alpha)^2}

Step 3: Use the given determinant condition to form an equation for α\alpha

We are given det(A2A)=4\det(A^2 - A) = 4.

  • Factor the expression inside the determinant: A2A=A(AI)A^2 - A = A(A - I)
  • Apply the determinant property det(MN)=det(M)det(N)\det(MN) = \det(M)\det(N): det(A(AI))=det(A)det(AI)=4\det(A(A - I)) = \det(A) \det(A - I) = 4
  • Substitute the calculated determinants: (1(1α)2)(α2(1α)2)=4\left(\frac{1}{(1 - \alpha)^2}\right) \left(\frac{\alpha^2}{(1 - \alpha)^2}\right) = 4
  • Simplify the equation: α2(1α)4=4\frac{\alpha^2}{(1 - \alpha)^4} = 4

Step 4: Solve for α\alpha

To solve for α\alpha, we take the square root of both sides. Remember that x2=x\sqrt{x^2} = |x| and y4=y2\sqrt{y^4} = y^2 (since y2y^2 is always non-negative). α2(1α)4=4\sqrt{\frac{\alpha^2}{(1 - \alpha)^4}} = \sqrt{4} α(1α)2=2\frac{|\alpha|}{(1 - \alpha)^2} = 2 This equation implies two cases due to the absolute value:

Case 1: α0    α(1α)2=2\alpha \ge 0 \implies \frac{\alpha}{(1 - \alpha)^2} = 2 2(1α)2=α2(1 - \alpha)^2 = \alpha Expand the quadratic term: 2(12α+α2)=α2(1 - 2\alpha + \alpha^2) = \alpha 24α+2α2=α2 - 4\alpha + 2\alpha^2 = \alpha Rearrange into a standard quadratic equation ax2+bx+c=0ax^2 + bx + c = 0: 2α25α+2=02\alpha^2 - 5\alpha + 2 = 0 To find the real solutions for α\alpha, we calculate the discriminant D=b24acD = b^2 - 4ac: D=(5)24(2)(2)=2516=9D = (-5)^2 - 4(2)(2) = 25 - 16 = 9. Since D=9>0D = 9 > 0, there are two distinct real roots. The roots are α=5±94=5±34\alpha = \frac{5 \pm \sqrt{9}}{4} = \frac{5 \pm 3}{4}. So, α1=5+34=84=2\alpha_1 = \frac{5 + 3}{4} = \frac{8}{4} = 2 and α2=534=24=12\alpha_2 = \frac{5 - 3}{4} = \frac{2}{4} = \frac{1}{2}. Both 22 and 1/21/2 are non-negative and satisfy the condition αR{1,1}\alpha \in \mathbb{R}-\{-1,1\}. So both are valid possible values for α\alpha.

Case 2: α<0    α(1α)2=2\alpha < 0 \implies \frac{-\alpha}{(1 - \alpha)^2} = 2 2(1α)2=α-2(1 - \alpha)^2 = \alpha 2(12α+α2)=α-2(1 - 2\alpha + \alpha^2) = \alpha 2+4α2α2=α-2 + 4\alpha - 2\alpha^2 = \alpha Rearrange into a standard quadratic equation: 2α23α+2=02\alpha^2 - 3\alpha + 2 = 0 Calculate the discriminant D=b24acD = b^2 - 4ac: D=(3)24(2)(2)=916=7D = (-3)^2 - 4(2)(2) = 9 - 16 = -7. Since D=7<0D = -7 < 0, there are no real roots for α\alpha in this case. The roots are complex, and we are only interested in αR\alpha \in \mathbb{R}.

Step 5: Sum of all possible values of α\alpha

From Case 1, the possible real values for α\alpha are 22 and 1/21/2. Case 2 yielded no real values. The sum of all possible values of α\alpha is 2+12=42+12=522 + \frac{1}{2} = \frac{4}{2} + \frac{1}{2} = \frac{5}{2}.


3. Common Mistakes & Tips

  • Absolute Value: When solving x2=x\sqrt{x^2} = |x|, remember to consider both positive and negative cases for the expression inside the absolute value. Failing to do so can lead to missing valid solutions.
  • Matrix vs. Scalar Algebra: Always be mindful of the rules of matrix algebra. For instance, det(A+B)det(A)+det(B)\det(A+B) \neq \det(A)+\det(B) generally, but det(AB)=det(A)det(B)\det(AB) = \det(A)\det(B) is crucial.
  • Conditions on α\alpha: The condition αR{1,1}\alpha \in \mathbb{R}-\{-1,1\} is vital. It justifies division by 1α21-\alpha^2 and filters out non-real solutions for α\alpha.

4. Summary

We began by utilizing matrix transpose properties to simplify the given relation AT=αA+IA^T = \alpha A + I. This revealed that matrix AA must be a scalar multiple of the identity matrix, specifically A=11αIA = \frac{1}{1-\alpha}I. We then used this simplified form of AA to calculate det(A)\det(A) and det(AI)\det(A-I). Substituting these into the given condition det(A2A)=4\det(A^2 - A) = 4 led to an equation involving α\alpha. Solving this equation, which included handling an absolute value, resulted in two quadratic equations. One quadratic yielded two real solutions for α\alpha (2 and 1/2), both satisfying the problem's constraints. The other quadratic yielded no real solutions. The sum of these two valid real values of α\alpha is 2+1/2=5/22 + 1/2 = 5/2.


5. Final Answer

The sum of all possible values of α\alpha is 52\frac{5}{2}. This corresponds to option (D). The final answer is 52\boxed{\frac{5}{2}}

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