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

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

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

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

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

[26−31000−20010−256001]\left[\begin{array}{ccc|ccc} 2 & 6 & -3 & 1 & 0 & 0 \\ 0 & -2 & 0 & 0 & 1 & 0 \\ -2 & 5 & 6 & 0 & 0 & 1 \end{array}\right]
  1. R1→12R1R_1 \to \frac{1}{2} R_1: Leading 1 in Row 1

    ∼[13−3212000−20010−256001]\sim \left[\begin{array}{ccc|ccc} 1 & 3 & -\frac{3}{2} & \frac{1}{2} & 0 & 0 \\ 0 & -2 & 0 & 0 & 1 & 0 \\ -2 & 5 & 6 & 0 & 0 & 1 \end{array}\right]
  2. R3→R3+2R1R_3 \to R_3 + 2R_1: Clear Column 1 in Row 3

    ∼[13−3212000−200100113101]\sim \left[\begin{array}{ccc|ccc} 1 & 3 & -\frac{3}{2} & \frac{1}{2} & 0 & 0 \\ 0 & -2 & 0 & 0 & 1 & 0 \\ 0 & 11 & 3 & 1 & 0 & 1 \end{array}\right]
  3. R2→−12R2R_2 \to -\frac{1}{2} R_2: Leading 1 in Row 2

    ∼[13−3212000100−1200113101]\sim \left[\begin{array}{ccc|ccc} 1 & 3 & -\frac{3}{2} & \frac{1}{2} & 0 & 0 \\ 0 & 1 & 0 & 0 & -\frac{1}{2} & 0 \\ 0 & 11 & 3 & 1 & 0 & 1 \end{array}\right]
  4. R1→R1−3R2,R3→R3−11R2R_1 \to R_1 - 3R_2, \quad R_3 \to R_3 - 11R_2: Clear Column 2

    ∼[10−32123200100−12000311121]\sim \left[\begin{array}{ccc|ccc} 1 & 0 & -\frac{3}{2} & \frac{1}{2} & \frac{3}{2} & 0 \\ 0 & 1 & 0 & 0 & -\frac{1}{2} & 0 \\ 0 & 0 & 3 & 1 & \frac{11}{2} & 1 \end{array}\right]
  5. R3→13R3R_3 \to \frac{1}{3} R_3: Leading 1 in Row 3

    ∼[10−32123200100−1200011311613]\sim \left[\begin{array}{ccc|ccc} 1 & 0 & -\frac{3}{2} & \frac{1}{2} & \frac{3}{2} & 0 \\ 0 & 1 & 0 & 0 & -\frac{1}{2} & 0 \\ 0 & 0 & 1 & \frac{1}{3} & \frac{11}{6} & \frac{1}{3} \end{array}\right]
  6. R1→R1+32R3R_1 \to R_1 + \frac{3}{2} R_3: Clear Column 3   ⟹  [I3∣A−1]\implies [I_3 \mid A^{-1}]

    ∼[1001174120100−1200011311613]\sim \left[\begin{array}{ccc|ccc} 1 & 0 & 0 & 1 & \frac{17}{4} & \frac{1}{2} \\ 0 & 1 & 0 & 0 & -\frac{1}{2} & 0 \\ 0 & 0 & 1 & \frac{1}{3} & \frac{11}{6} & \frac{1}{3} \end{array}\right]
A−1=[1174120−1201311613]\boxed{A^{-1} = \begin{bmatrix} 1 & \frac{17}{4} & \frac{1}{2} \\ 0 & -\frac{1}{2} & 0 \\ \frac{1}{3} & \frac{11}{6} & \frac{1}{3} \end{bmatrix}}

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