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Miscellaneous Examples · Example 19

Q.Use product [1−1202−33−24][−20192−361−2]\begin{bmatrix} 1 & -1 & 2 \\ 0 & 2 & -3 \\ 3 & -2 & 4 \end{bmatrix} \begin{bmatrix} -2 & 0 & 1 \\ 9 & 2 & -3 \\ 6 & 1 & -2 \end{bmatrix} to solve the system of equations x−y+2z=1x - y + 2z = 1, 2y−3z=12y - 3z = 1, 3x−2y+4z=23x - 2y + 4z = 2.

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The product of the two given matrices is the identity matrix, so the second matrix is the inverse of the first. Using the inverse matrix method, the solution is x=0x = 0, y=5y = 5, z=3z = 3.

The core idea here is the Inverse Matrix Method. If you have a system written as Ax=bA\mathbf{x} = \mathbf{b}, and you know A−1A^{-1}, then the solution is simply x=A−1b\mathbf{x} = A^{-1}\mathbf{b}. The problem has cleverly given you the product of two matrices — if that product equals the identity matrix II, then the second matrix is A−1A^{-1}. Let's check that first, then use it.


1. Compute the product to confirm it's the identity matrix.

Let A=[1−1202−33−24]A = \begin{bmatrix} 1 & -1 & 2 \\ 0 & 2 & -3 \\ 3 & -2 & 4 \end{bmatrix} and B=[−20192−361−2]B = \begin{bmatrix} -2 & 0 & 1 \\ 9 & 2 & -3 \\ 6 & 1 & -2 \end{bmatrix}.

Multiply A×BA \times B:

  • Row 1 × Column 1: (1)(−2)+(−1)(9)+(2)(6)=−2−9+12=1(1)(-2) + (-1)(9) + (2)(6) = -2 - 9 + 12 = 1

  • Row 1 × Column 2: (1)(0)+(−1)(2)+(2)(1)=0−2+2=0(1)(0) + (-1)(2) + (2)(1) = 0 - 2 + 2 = 0

  • Row 1 × Column 3: (1)(1)+(−1)(−3)+(2)(−2)=1+3−4=0(1)(1) + (-1)(-3) + (2)(-2) = 1 + 3 - 4 = 0

  • Row 2 × Column 1: (0)(−2)+(2)(9)+(−3)(6)=0+18−18=0(0)(-2) + (2)(9) + (-3)(6) = 0 + 18 - 18 = 0

  • Row 2 × Column 2: (0)(0)+(2)(2)+(−3)(1)=0+4−3=1(0)(0) + (2)(2) + (-3)(1) = 0 + 4 - 3 = 1

  • Row 2 × Column 3: (0)(1)+(2)(−3)+(−3)(−2)=0−6+6=0(0)(1) + (2)(-3) + (-3)(-2) = 0 - 6 + 6 = 0

  • Row 3 × Column 1: (3)(−2)+(−2)(9)+(4)(6)=−6−18+24=0(3)(-2) + (-2)(9) + (4)(6) = -6 - 18 + 24 = 0

  • Row 3 × Column 2: (3)(0)+(−2)(2)+(4)(1)=0−4+4=0(3)(0) + (-2)(2) + (4)(1) = 0 - 4 + 4 = 0

  • Row 3 × Column 3: (3)(1)+(−2)(−3)+(4)(−2)=3+6−8=1(3)(1) + (-2)(-3) + (4)(-2) = 3 + 6 - 8 = 1

So A×B=[100010001]=IA \times B = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} = I.

Important

Since AB=IAB = I, we have B=A−1B = A^{-1}. This is the key fact that unlocks the solution.


2. Write the system in matrix form.

The given equations:

{x−y+2z=12y−3z=13x−2y+4z=2\begin{cases} x - y + 2z = 1 \\ 2y - 3z = 1 \\ 3x - 2y + 4z = 2 \end{cases}

This is Ax=bA\mathbf{x} = \mathbf{b} where:

A=[1−1202−33−24],x=[xyz],b=[112]A = \begin{bmatrix} 1 & -1 & 2 \\ 0 & 2 & -3 \\ 3 & -2 & 4 \end{bmatrix}, \quad \mathbf{x} = \begin{bmatrix} x \\ y \\ z \end{bmatrix}, \quad \mathbf{b} = \begin{bmatrix} 1 \\ 1 \\ 2 \end{bmatrix}


3. Apply the inverse matrix method.

If Ax=bA\mathbf{x} = \mathbf{b}, multiply both sides on the left by A−1A^{-1}: …

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