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UPSC 2022 Maths Optional Paper 1 Q2a — Step-by-Step Solution

15 marks · Section A

Solution of system of linear equations · Linear Algebra · asked 7× in 13 yrs · Read the full method →

Question

Find all solutions to the system by row-reduced method:

x1+2x2x3=2x_1+2x_2-x_3=2 2x1+3x2+5x3=52x_1+3x_2+5x_3=5 x13x2+8x3=1-x_1-3x_2+8x_3=-1

Technique

Gaussian elimination to row-reduced echelon form; identify free parameter (since rank < #unknowns); parametrise.

Solution

Step 1 — Augmented matrix

(121223551381).\left(\begin{array}{ccc|c}1 & 2 & -1 & 2\\ 2 & 3 & 5 & 5\\ -1 & -3 & 8 & -1\end{array}\right).

Step 2 — Row reduce

R2R22R1R_2\to R_2-2R_1, R3R3+R1R_3\to R_3+R_1:

(121201710171).\left(\begin{array}{ccc|c}1 & 2 & -1 & 2\\ 0 & -1 & 7 & 1\\ 0 & -1 & 7 & 1\end{array}\right).

R3R3R2R_3\to R_3-R_2:

(121201710000).\left(\begin{array}{ccc|c}1 & 2 & -1 & 2\\ 0 & -1 & 7 & 1\\ 0 & 0 & 0 & 0\end{array}\right).

R2R2R_2\to -R_2:

(121201710000).\left(\begin{array}{ccc|c}1 & 2 & -1 & 2\\ 0 & 1 & -7 & -1\\ 0 & 0 & 0 & 0\end{array}\right).

R1R12R2R_1\to R_1-2R_2:

(1013401710000).\left(\begin{array}{ccc|c}1 & 0 & 13 & 4\\ 0 & 1 & -7 & -1\\ 0 & 0 & 0 & 0\end{array}\right).

Step 3 — Read off solutions

Rank = 2, three unknowns, so one free parameter. Let x3=tx_3=t.

From row 1: x1+13t=4x1=413tx_1+13t=4\Rightarrow x_1=4-13t. From row 2: x27t=1x2=1+7tx_2-7t=-1\Rightarrow x_2=-1+7t.

Answer

  (x1,x2,x3)=(413t,  1+7t,  t),tR.  \boxed{\;(x_1,x_2,x_3)=(4-13t,\;-1+7t,\;t),\quad t\in\mathbb R.\;}
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