Official answer D
From Official GATE 2022 answer key Solution Perform Doolittle LU decomposition (L i i = 1 L_{ii} = 1 L ii = 1 ) on the coefficient matrix and solve for x 1 x_1 x 1 .
The coefficient matrix is:
A = ( 1 1 − 2 1 3 − 1 2 1 − 5 ) A = \begin{pmatrix} 1 & 1 & -2 \\ 1 & 3 & -1 \\ 2 & 1 & -5 \end{pmatrix} A = 1 1 2 1 3 1 − 2 − 1 − 5
Using Doolittle's LU decomposition with unit diagonal for L L L (L 11 = L 22 = L 33 = 1 L_{11} = L_{22} = L_{33} = 1 L 11 = L 22 = L 33 = 1 ):
First row of U U U :
U 11 = A 11 = 1 , U 12 = A 12 = 1 , U 13 = A 13 = − 2 U_{11} = A_{11} = 1, \quad U_{12} = A_{12} = 1, \quad U_{13} = A_{13} = -2 U 11 = A 11 = 1 , U 12 = A 12 = 1 , U 13 = A 13 = − 2
First column of L L L :
L 21 = A 21 U 11 = 1 1 = 1 , L 31 = A 31 U 11 = 2 1 = 2 L_{21} = \frac{A_{21}}{U_{11}} = \frac{1}{1} = 1, \quad L_{31} = \frac{A_{31}}{U_{11}} = \frac{2}{1} = 2 L 21 = U 11 A 21 = 1 1 = 1 , L 31 = U 11 A 31 = 1 2 = 2
Second row of U U U :
U 22 = A 22 − L 21 U 12 = 3 − 1 ( 1 ) = 2 U_{22} = A_{22} - L_{21} U_{12} = 3 - 1(1) = 2 U 22 = A 22 − L 21 U 12 = 3 − 1 ( 1 ) = 2
U 23 = A 23 − L 21 U 13 = − 1 − 1 ( − 2 ) = 1 U_{23} = A_{23} - L_{21} U_{13} = -1 - 1(-2) = 1 U 23 = A 23 − L 21 U 13 = − 1 − 1 ( − 2 ) = 1
Second column of L L L :
L 32 = A 32 − L 31 U 12 U 22 = 1 − 2 ( 1 ) 2 = − 1 2 L_{32} = \frac{A_{32} - L_{31} U_{12}}{U_{22}} = \frac{1 - 2(1)}{2} = -\frac{1}{2} L 32 = U 22 A 32 − L 31 U 12 = 2 1 − 2 ( 1 ) = − 2 1
Third row of U U U :
U 33 = A 33 − L 31 U 13 − L 32 U 23 = − 5 − 2 ( − 2 ) − ( − 1 2 ) ( 1 ) = − 5 + 4 + 1 2 = − 1 2 U_{33} = A_{33} - L_{31} U_{13} - L_{32} U_{23} = -5 - 2(-2) - \left(-\frac{1}{2}\right)(1) = -5 + 4 + \frac{1}{2} = -\frac{1}{2} U 33 = A 33 − L 31 U 13 − L 32 U 23 = − 5 − 2 ( − 2 ) − ( − 2 1 ) ( 1 ) = − 5 + 4 + 2 1 = − 2 1
Now solve the system of linear equations:
x 1 + x 2 − 2 x 3 = 4 x_1 + x_2 - 2x_3 = 4 x 1 + x 2 − 2 x 3 = 4
x 1 + 3 x 2 − x 3 = 7 x_1 + 3x_2 - x_3 = 7 x 1 + 3 x 2 − x 3 = 7
2 x 1 + x 2 − 5 x 3 = 7 2x_1 + x_2 - 5x_3 = 7 2 x 1 + x 2 − 5 x 3 = 7
Subtracting (1) from (2): 2 x 2 + x 3 = 3 ⟹ x 3 = 3 − 2 x 2 2x_2 + x_3 = 3 \implies x_3 = 3 - 2x_2 2 x 2 + x 3 = 3 ⟹ x 3 = 3 − 2 x 2 .
Substituting into (1): x 1 + x 2 − 2 ( 3 − 2 x 2 ) = 4 ⟹ x 1 + 5 x 2 = 10 x_1 + x_2 - 2(3 - 2x_2) = 4 \implies x_1 + 5x_2 = 10 x 1 + x 2 − 2 ( 3 − 2 x 2 ) = 4 ⟹ x 1 + 5 x 2 = 10 .
Substituting into (3): 2 x 1 + x 2 − 5 ( 3 − 2 x 2 ) = 7 ⟹ 2 x 1 + 11 x 2 = 22 2x_1 + x_2 - 5(3 - 2x_2) = 7 \implies 2x_1 + 11x_2 = 22 2 x 1 + x 2 − 5 ( 3 − 2 x 2 ) = 7 ⟹ 2 x 1 + 11 x 2 = 22 .
Multiplying x 1 + 5 x 2 = 10 x_1 + 5x_2 = 10 x 1 + 5 x 2 = 10 by 2 gives 2 x 1 + 10 x 2 = 20 2x_1 + 10x_2 = 20 2 x 1 + 10 x 2 = 20 . Subtracting yields x 2 = 2 x_2 = 2 x 2 = 2 .
Then x 1 = 10 − 5 ( 2 ) = 0 x_1 = 10 - 5(2) = 0 x 1 = 10 − 5 ( 2 ) = 0 .
Thus, L 32 = − 1 2 L_{32} = -\frac{1}{2} L 32 = − 2 1 , U 33 = − 1 2 U_{33} = -\frac{1}{2} U 33 = − 2 1 , and x 1 = 0 x_1 = 0 x 1 = 0 , matching Option (D).
Common trap Sign error in computing L 32 = 1 − 2 2 = − 1 / 2 L_{32} = \frac{1 - 2}{2} = -1/2 L 32 = 2 1 − 2 = − 1/2 .
The answer is the one in the official GATE answer key. The solution is this site's own explanation.