Mathematics · Matrices

JEE Advanced 2019 — Paper 2 — Question 26

Let P1=I=[100010001],P2=[100001010],P3=[010100001]\text{Let } P_1 = I = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}, \quad P_2 = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 0 & 1 \\ 0 & 1 & 0 \end{bmatrix}, \quad P_3 = \begin{bmatrix} 0 & 1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1 \end{bmatrix} P4=[010001100],P5=[001100010],P6=[001010100]P_4 = \begin{bmatrix} 0 & 1 & 0 \\ 0 & 0 & 1 \\ 1 & 0 & 0 \end{bmatrix}, \quad P_5 = \begin{bmatrix} 0 & 0 & 1 \\ 1 & 0 & 0 \\ 0 & 1 & 0 \end{bmatrix}, \quad P_6 = \begin{bmatrix} 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0 \end{bmatrix} and X=∑k=16Pk[213102321]PkT\text{and } X = \sum_{k=1}^6 P_k \begin{bmatrix} 2 & 1 & 3 \\ 1 & 0 & 2 \\ 3 & 2 & 1 \end{bmatrix} P_k^T

where PkTP_{k}^{T} denotes the transpose of the matrix PkP_{k}. Then which of the following options is/are correct?

  1. Option A:

    X−30IX-30 I is an invertible matrix

  2. Option B:

    X is a symmetric matrix

    Correct
  3. Option C:

    The sum of diagonal entries of X is 18

    Correct
  4. Option D:
    If X[111]=α[111], then α=30\text{If } X \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} = \alpha \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix}, \text{ then } \alpha = 30
    Correct

Answer: B, C, D

Step-by-step solution

P1=[100010001],P2=[100001010],P3=[010100001],P4=[010001100],P5=[001100010],P6=[001010100]P_1 = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}, P_2 = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 0 & 1 \\ 0 & 1 & 0 \end{bmatrix}, P_3 = \begin{bmatrix} 0 & 1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1 \end{bmatrix}, P_4 = \begin{bmatrix} 0 & 1 & 0 \\ 0 & 0 & 1 \\ 1 & 0 & 0 \end{bmatrix}, P_5 = \begin{bmatrix} 0 & 0 & 1 \\ 1 & 0 & 0 \\ 0 & 1 & 0 \end{bmatrix}, P_6 = \begin{bmatrix} 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0 \end{bmatrix} X=∑k=16Pk[213102321]PkTX = \sum_{k=1}^{6} P_k \begin{bmatrix} 2 & 1 & 3 \\ 1 & 0 & 2 \\ 3 & 2 & 1 \end{bmatrix} P_k^T Let A=[213102321]\text{Let } A = \begin{bmatrix} 2 & 1 & 3 \\ 1 & 0 & 2 \\ 3 & 2 & 1 \end{bmatrix} A=AT.A = A^T. XT=(∑k=16PkAPkT)T=∑k=16(PkT)TATPkT=∑k=16PkAPkT=XX^T = \left( \sum_{k=1}^{6} P_k A P_k^T \right)^T = \sum_{k=1}^{6} (P_k^T)^T A^T P_k^T = \sum_{k=1}^{6} P_k A P_k^T = X

So X is symmetric matrix

Let Q=[111]\text{Let } Q = \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} XQ=∑k=16PkAPkTQ=∑k=16PkAQXQ = \sum_{k=1}^{6} P_k A P_k^T Q = \sum_{k=1}^{6} P_k A Q AQ=[213102321][111]=[636]AQ = \begin{bmatrix} 2 & 1 & 3 \\ 1 & 0 & 2 \\ 3 & 2 & 1 \end{bmatrix} \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} = \begin{bmatrix} 6 \\ 3 \\ 6 \end{bmatrix} XQ=(P1+P2+…+P6)AQXQ = (P_1 + P_2 + \ldots + P_6) AQ P1+P2+P3+P4+P5+P6=[222222222]P_1 + P_2 + P_3 + P_4 + P_5 + P_6 = \begin{bmatrix} 2 & 2 & 2 \\ 2 & 2 & 2 \\ 2 & 2 & 2 \end{bmatrix} XQ=[222222222][636]=[12+6+1212+6+1212+6+12]=[303030]=30QXQ = \begin{bmatrix} 2 & 2 & 2 \\ 2 & 2 & 2 \\ 2 & 2 & 2 \end{bmatrix} \begin{bmatrix} 6 \\ 3 \\ 6 \end{bmatrix} = \begin{bmatrix} 12 + 6 + 12 \\ 12 + 6 + 12 \\ 12 + 6 + 12 \end{bmatrix} = \begin{bmatrix} 30 \\ 30 \\ 30 \end{bmatrix} = 30 Q XQ=30Q⇒(X−30I)Q=0XQ = 30Q \Rightarrow (X - 30I) Q = 0

So, (X−30I)=0,(X - 30I) = 0, has non-trivial solution. So, not invertible. Where trace (PkAPkT)= (P_k A P_k^T) = trace (APkTPk)=(A P_k^T P_k) = trace (AI)=(A I) = trace (A)=2+0+1=3 (A) = 2 + 0 + 1 = 3 ⇒\Rightarrow Trace X=3×6=18. X = 3 \times 6 = 18.

Answer key and solution verified before publishing.

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Exam
JEE Advanced 2019
Paper
Paper 2
Subject
Mathematics
Chapter
Matrices
Topic
Transpose of a Matrix