Theory of Intelligence
11TH•Mathematics•Matrices And Determinants•Question 1

(ii) Row-Reduction Steps to Find $A^{-1}$

Find the inverses of the following matrices by using row operations:

(ii) Row-Reduction Steps to Find A−1A^{-1}

Form the augmented matrix [A∣I3][A \mid I_3]:

[12−11000−28010102001]\left[\begin{array}{ccc|ccc} 1 & 2 & -1 & 1 & 0 & 0 \\ 0 & -2 & 8 & 0 & 1 & 0 \\ 1 & 0 & 2 & 0 & 0 & 1 \end{array}\right]
  1. R3→R3−R1R_3 \to R_3 - R_1: Eliminate Column 1 in Row 3

    ∼[12−11000−280100−23−101]\sim \left[\begin{array}{ccc|ccc} 1 & 2 & -1 & 1 & 0 & 0 \\ 0 & -2 & 8 & 0 & 1 & 0 \\ 0 & -2 & 3 & -1 & 0 & 1 \end{array}\right]
  2. R2→−12R2R_2 \to -\frac{1}{2} R_2: Leading 1 in Row 2

    ∼[12−110001−40−1200−23−101]\sim \left[\begin{array}{ccc|ccc} 1 & 2 & -1 & 1 & 0 & 0 \\ 0 & 1 & -4 & 0 & -\frac{1}{2} & 0 \\ 0 & -2 & 3 & -1 & 0 & 1 \end{array}\right]
  3. R1→R1−2R2,R3→R3+2R2R_1 \to R_1 - 2R_2, \quad R_3 \to R_3 + 2R_2: Clear Column 2

    ∼[10711001−40−12000−5−1−11]\sim \left[\begin{array}{ccc|ccc} 1 & 0 & 7 & 1 & 1 & 0 \\ 0 & 1 & -4 & 0 & -\frac{1}{2} & 0 \\ 0 & 0 & -5 & -1 & -1 & 1 \end{array}\right]
  4. R3→−15R3R_3 \to -\frac{1}{5} R_3: Leading 1 in Row 3

    ∼[10711001−40−1200011515−15]\sim \left[\begin{array}{ccc|ccc} 1 & 0 & 7 & 1 & 1 & 0 \\ 0 & 1 & -4 & 0 & -\frac{1}{2} & 0 \\ 0 & 0 & 1 & \frac{1}{5} & \frac{1}{5} & -\frac{1}{5} \end{array}\right]
  5. R1→R1−7R3,R2→R2+4R3R_1 \to R_1 - 7R_3, \quad R_2 \to R_2 + 4R_3: Clear Column 3   ⟹  [I3∣A−1]\implies [I_3 \mid A^{-1}]

    ∼[100−25−257501045310−450011515−15]\sim \left[\begin{array}{ccc|ccc} 1 & 0 & 0 & -\frac{2}{5} & -\frac{2}{5} & \frac{7}{5} \\ 0 & 1 & 0 & \frac{4}{5} & \frac{3}{10} & -\frac{4}{5} \\ 0 & 0 & 1 & \frac{1}{5} & \frac{1}{5} & -\frac{1}{5} \end{array}\right]
A−1=[−25−257545310−451515−15]\boxed{A^{-1} = \begin{bmatrix} -\frac{2}{5} & -\frac{2}{5} & \frac{7}{5} \\ \frac{4}{5} & \frac{3}{10} & -\frac{4}{5} \\ \frac{1}{5} & \frac{1}{5} & -\frac{1}{5} \end{bmatrix}}

Discuss theoretical concepts, mathematical formulas, and architectural foundations.

Supports inline code with `backticks`
No comments yet. Be the first to start the discussion!