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Linear Algebra

GATE CSE 2017 Set 2 · Q22

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Let P=[11−12−343−23]P = \begin{bmatrix} 1 & 1 & -1 \\ 2 & -3 & 4 \\ 3 & -2 & 3 \end{bmatrix} and Q=[−1−2−161265105]Q = \begin{bmatrix} -1 & -2 & -1 \\ 6 & 12 & 6 \\ 5 & 10 & 5 \end{bmatrix} be two matrices. Then the rank of P+QP + Q is _________ .

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Official answer: 2 (±0)

Linear Algebra

First, compute the matrix sum P+QP + Q:

P+Q=[11−12−343−23]+[−1−2−161265105]=[0−1−28910888]P + Q = \begin{bmatrix} 1 & 1 & -1 \\ 2 & -3 & 4 \\ 3 & -2 & 3 \end{bmatrix} + \begin{bmatrix} -1 & -2 & -1 \\ 6 & 12 & 6 \\ 5 & 10 & 5 \end{bmatrix} = \begin{bmatrix} 0 & -1 & -2 \\ 8 & 9 & 10 \\ 8 & 8 & 8 \end{bmatrix}

Let R1,R2,R3R_1, R_2, R_3 denote the rows of P+QP + Q:

  • R1=[0−1−2]R_1 = \begin{bmatrix} 0 & -1 & -2 \end{bmatrix}

  • R2=[8910]R_2 = \begin{bmatrix} 8 & 9 & 10 \end{bmatrix}

  • R3=[888]R_3 = \begin{bmatrix} 8 & 8 & 8 \end{bmatrix}

Notice the linear relation among the rows:

R2−R3=[8−89−810−8]=[012]=−R1R_2 - R_3 = \begin{bmatrix} 8-8 & 9-8 & 10-8 \end{bmatrix} = \begin{bmatrix} 0 & 1 & 2 \end{bmatrix} = -R_1

Thus, R2=R3−R1R_2 = R_3 - R_1, showing that R2R_2 is a linear combination of R1R_1 and R3R_3.

Since R1R_1 and R3R_3 are not scalar multiples of each other, they are linearly independent. Hence, the number of linearly independent rows is 22.

Therefore, the rank of P+QP + Q is 2.

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This Linear Algebra previous year question is Q22 of the GATE CSE 2017 Set 2 paper. Find more GATE CSE PYQs on Linear Algebra in Engineering Mathematics, or browse all GATE CSE PYQs.

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Linear Algebra in GATE CSE

Linear Algebra has 46 GATE CSE PYQs across 26 papers from 2011 to 2026. 13 of them are 1-mark NAT questions like this one, and GATE CSE 2017 Set 2 has 2.

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Let P = 1 & 1 & -1 2 & -3 & 4 3 & -2 & 3 and Q = -1 & -2 & -1 6 & 12 & 6 5 & 10 & 5 be two matrices. Then the rank of P + Q is …

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