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GATE CS 2023 Q8 — Linear Algebra: Matrices, Determinants, System of Linear Equations

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Let
A=[1234412334122341]A=\left[\begin{array}{llll} 1 & 2 & 3 & 4 \\ 4 & 1 & 2 & 3 \\ 3 & 4 & 1 & 2 \\ 2 & 3 & 4 & 1 \end{array}\right]
and
B=[3412412312342341]B=\left[\begin{array}{llll} 3 & 4 & 1 & 2 \\ 4 & 1 & 2 & 3 \\ 1 & 2 & 3 & 4 \\ 2 & 3 & 4 & 1 \end{array}\right]
Let det⁡(A)\operatorname{det}(A) and det⁡(B)\operatorname{det}(B) denote the determinants of the matrices AA and B,B, respectively.

Which one of the options given below is TRUE?\text{TRUE}?

Choose one option
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Answer: B

To find the relationship between det⁡(A)\operatorname{det}(A) and det⁡(B)\operatorname{det}(B), let us compare the rows of matrix AA and matrix BB.

Let the rows of matrix AA be denoted as R1,R2,R3,R_1, R_2, R_3, and R4R_4 respectively:

A=[1234412334122341]→R1→R2→R3→R4A = \begin{bmatrix} 1 & 2 & 3 & 4 \\ 4 & 1 & 2 & 3 \\ 3 & 4 & 1 & 2 \\ 2 & 3 & 4 & 1 \end{bmatrix} \begin{array}{l} \rightarrow R_1 \\ \rightarrow R_2 \\ \rightarrow R_3 \\ \rightarrow R_4 \end{array}

Now, observe the rows of matrix BB:

B=[3412412312342341]→R3→R2→R1→R4B = \begin{bmatrix} 3 & 4 & 1 & 2 \\ 4 & 1 & 2 & 3 \\ 1 & 2 & 3 & 4 \\ 2 & 3 & 4 & 1 \end{bmatrix} \begin{array}{l} \rightarrow R_3 \\ \rightarrow R_2 \\ \rightarrow R_1 \\ \rightarrow R_4 \end{array}

We can see that matrix BB is obtained from matrix AA by swapping the first row (R1R_1) and the third row (R3R_3):

R1⟷R3R_1 \longleftrightarrow R_3

By the properties of determinants, swapping any two rows of a matrix multiplies its determinant by −1-1. Since exactly one row swap is performed to transform AA into BB:

det⁡(B)=−det⁡(A)\operatorname{det}(B) = -\operatorname{det}(A)

Thus, the correct option is B.

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