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Matrices and Determinants question

2024 · 1 Feb · Shift 2 · Q57
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Matrices and Determinants question

2024 · 1 Feb · Shift 2 · Q57

JEE MainMathematicsMatrices and DeterminantsNumerical+4 / −1
Let A=I2−2MMTA=I_2-2 M M^TA=I2​−2MMT, where MMM is a real matrix of order 2×12 \times 12×1 such that the relation MTM=I1M^T M=I_1MTM=I1​ holds. If λ\lambdaλ is a real number such that the relation AX=λXA X=\lambda XAX=λX holds for some non-zero real matrix XXX of order 2×12 \times 12×1, then the sum of squares of all possible values of λ\lambdaλ is equal to ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 2

  1. Given data

We have A=I2−2MMT,A=I_2-2MM^T,A=I2​−2MMT, where MMM is a real 2×12\times 12×1 matrix and MTM=I1=1.M^TM=I_1=1.MTM=I1​=1.

Also, λ\lambdaλ satisfies AX=λXAX=\lambda XAX=λX for some non-zero real 2×12\times 12×1 matrix XXX.

This means λ\lambdaλ is an eigenvalue of AAA.


  1. Interpretation of MTM=1M^TM=1MTM=1

Let M=[ab].M=\begin{bmatrix}a\\ b\end{bmatrix}.M=[ab​]. Then MTM=a2+b2=1.M^TM=a^2+b^2=1.MTM=a2+b2=1. So MMM is a unit vector in R2\mathbb{R}^2R2.


  1. Find eigenvalues of AAA

We use two natural directions in R2\mathbb{R}^2R2:

(i) Along the vector MMM

Compute: AM=(I2−2MMT)M=M−2M(MTM).AM=(I_2-2MM^T)M= M-2M(M^TM).AM=(I2​−2MMT)M=M−2M(MTM). Since MTM=1M^TM=1MTM=1, AM=M−2M=−M.AM=M-2M=-M.AM=M−2M=−M. So MMM is an eigenvector with eigenvalue λ=−1.\lambda=-1.λ=−1.

(ii) Any vector orthogonal to MMM

Let NNN be a non-zero vector such that MTN=0.M^TN=0.MTN=0. Then AN=(I2−2MMT)N=N−2M(MTN)=N−0=N.AN=(I_2-2MM^T)N=N-2M(M^TN)=N-0=N.AN=(I2​−2MMT)N=N−2M(MTN)=N−0=N. So every vector perpendicular to MMM is an eigenvector with eigenvalue λ=1.\lambda=1.λ=1.

Thus the only possible eigenvalues are λ=1,−1.\lambda=1,-1.λ=1,−1.


  1. Sum of squares of all possible values of λ\lambdaλ

The possible values are 111 and −1-1−1. Therefore, 12+(−1)2=1+1=2.1^2+(-1)^2=1+1=2.12+(−1)2=1+1=2.


  1. Final answer

2\boxed{2}2​


  1. Comparison with stored answer

Stored correct answer = 222.

Our derived answer also equals 222, so it agrees.

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