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UPSC 2016 Maths Optional Paper 1 Q1a-i — Step-by-Step Solution

6 marks · Section A

Inverse of a matrix (adjoint and row reduction) · Linear Algebra · asked 3× in 13 yrs · Read the full method →

Question

Using elementary row operations, find the inverse of A=[121132101]A=\begin{bmatrix}1 & 2 & 1\\ 1 & 3 & 2\\ 1 & 0 & 1\end{bmatrix}.

Technique

Gauss–Jordan elimination on [AI][A\,|\,I]; the elementary row operations that drive the left block to II build A1A^{-1} on the right.

Solution

Step 1 — Set up the augmented matrix [AI][A\,|\,I]

(121100132010101001).\left(\begin{array}{ccc|ccc}1&2&1&1&0&0\\1&3&2&0&1&0\\1&0&1&0&0&1\end{array}\right).

Step 2 — Clear column 1 below the pivot

R2R2R1R_2\to R_2-R_1 and R3R3R1R_3\to R_3-R_1:

(121100011110020101).\left(\begin{array}{ccc|ccc}1&2&1&1&0&0\\0&1&1&-1&1&0\\0&-2&0&-1&0&1\end{array}\right).

Step 3 — Clear column 2

R1R12R2R_1\to R_1-2R_2 and R3R3+2R2R_3\to R_3+2R_2:

(101320011110002321).\left(\begin{array}{ccc|ccc}1&0&-1&3&-2&0\\0&1&1&-1&1&0\\0&0&2&-3&2&1\end{array}\right).

Step 4 — Normalize the third pivot and clear column 3

R312R3R_3\to\frac12 R_3, then R1R1+R3R_1\to R_1+R_3 and R2R2R3R_2\to R_2-R_3:

(100321120101201200132112).\left(\begin{array}{ccc|ccc}1&0&0&\frac32&-1&\frac12\\0&1&0&\frac12&0&-\frac12\\0&0&1&-\frac32&1&\frac12\end{array}\right).

The left block is II, so the right block is A1A^{-1}:

Answer

  A1=[321121201232112]=12[321101321].  \boxed{\;A^{-1}=\begin{bmatrix}\tfrac32 & -1 & \tfrac12\\[2pt] \tfrac12 & 0 & -\tfrac12\\[2pt] -\tfrac32 & 1 & \tfrac12\end{bmatrix}=\frac12\begin{bmatrix}3 & -2 & 1\\ 1 & 0 & -1\\ -3 & 2 & 1\end{bmatrix}.\;}
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