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Worked Examples · Example 16

Q.Solve the system of equations 2x+5y=12x + 5y = 1, 3x+2y=73x + 2y = 7.

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✓ Free question

We solve the linear system by the matrix method: write it as AX=BAX = B, find A−1A^{-1}, and compute X=A−1BX = A^{-1}B. The solution is x=3x = 3, y=−1y = -1.

Why the matrix approach?

A system like 2x+5y=12x + 5y = 1, 3x+2y=73x + 2y = 7 is just a compact way of asking: what pair (x,y)(x, y) makes both equations true at the same time? Instead of elimination or substitution, we can think of it as a single matrix equation:

(2532)(xy)=(17)\begin{pmatrix} 2 & 5 \\ 3 & 2 \end{pmatrix} \begin{pmatrix} x \\ y \end{pmatrix} = \begin{pmatrix} 1 \\ 7 \end{pmatrix}

If we call the coefficient matrix AA, the variable column XX, and the constant column BB, then AX=BAX = B. The neat idea: if AA has an inverse A−1A^{-1}, multiply both sides on the left by A−1A^{-1} to get X=A−1BX = A^{-1}B. That gives the solution directly — no guessing, no back-substitution.


  1. Write the system in matrix form

A=(2532),X=(xy),B=(17)A = \begin{pmatrix} 2 & 5 \\ 3 & 2 \end{pmatrix}, \quad X = \begin{pmatrix} x \\ y \end{pmatrix}, \quad B = \begin{pmatrix} 1 \\ 7 \end{pmatrix}

So AX=BAX = B.

  1. Check if AA is invertible — compute its determinant

det⁡(A)=(2)(2)−(5)(3)=4−15=−11\det(A) = (2)(2) - (5)(3) = 4 - 15 = -11

Since det⁡(A)≠0\det(A) \neq 0, A−1A^{-1} exists.

  1. Find A−1A^{-1} using the formula for a 2×22 \times 2 matrix

    For A=(abcd)A = \begin{pmatrix} a & b \\ c & d \end{pmatrix}, the inverse is 1det⁡(A)(d−b−ca)\frac{1}{\det(A)} \begin{pmatrix} d & -b \\ -c & a \end{pmatrix}.

A−1=1−11(2−5−32)=(−211511311−211)A^{-1} = \frac{1}{-11} \begin{pmatrix} 2 & -5 \\ -3 & 2 \end{pmatrix} = \begin{pmatrix} -\frac{2}{11} & \frac{5}{11} \\ \frac{3}{11} & -\frac{2}{11} \end{pmatrix}

Tip

A quick check: multiply A−1AA^{-1}A — you should get the identity matrix. If not, a sign or fraction is off.

  1. Multiply A−1A^{-1} by BB to get XX

X=A−1B=(−211511311−211)(17)X = A^{-1}B = \begin{pmatrix} -\frac{2}{11} & \frac{5}{11} \\ \frac{3}{11} & -\frac{2}{11} \end{pmatrix} \begin{pmatrix} 1 \\ 7 \end{pmatrix}

Compute each entry:

  • For xx: (−211)(1)+(511)(7)=−211+3511=3311=3(-\frac{2}{11})(1) + (\frac{5}{11})(7) = -\frac{2}{11} + \frac{35}{11} = \frac{33}{11} = 3
  • For yy: (311)(1)+(−211)(7)=311−1411=−1111=−1(\frac{3}{11})(1) + (-\frac{2}{11})(7) = \frac{3}{11} - \frac{14}{11} = -\frac{11}{11} = -1

So x=3x = 3, y=−1y = -1.

  1. Verify by plugging back into the original equations

    • 2(3)+5(−1)=6−5=12(3) + 5(-1) = 6 - 5 = 1 ✓
    • 3(3)+2(−1)=9−2=73(3) + 2(-1) = 9 - 2 = 7 ✓
Watch out

A common mistake: forgetting that matrix multiplication is not commutative. When solving AX=BAX = B, always multiply on the left: A−1(AX)=(A−1A)X=IX=XA^{-1}(AX) = (A^{-1}A)X = IX = X. If you multiply on the right, you get XAA−1=XXAA^{-1} = X, which is not the same — and wrong.

✓Final answer

The solution is x=3x = 3, y=−1y = -1.

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