Linear Algebra Examples

$4 x - 2 y = 8$ , $2 x - y = 7$

Step 1

Find the $A X = B$ from the system of equations.

$[\begin{array}{c} 4 & - 2 \\ 2 & - 1 \end{array}] \cdot [\begin{array}{c} x \\ y \end{array}] = [\begin{array}{c} 8 \\ 7 \end{array}]$

Step 2

Find the inverse of the coefficient matrix.

Tap for more steps...

The inverse of a $2 \times 2$ matrix can be found using the formula $\frac{1}{| A |} [\begin{array}{c} d & - b \\ - c & a \end{array}]$ where $| A |$ is the determinant of $A$ .

If $A = [\begin{array}{c} a & b \\ c & d \end{array}]$ then $A^{- 1} = \frac{1}{| A |} [\begin{array}{c} d & - b \\ - c & a \end{array}]$

Find the determinant of $[\begin{array}{c} 4 & - 2 \\ 2 & - 1 \end{array}]$ .

Tap for more steps...

These are both valid notations for the determinant of a matrix.

$determinant [\begin{array}{c} 4 & - 2 \\ 2 & - 1 \end{array}] = | \begin{array}{c} 4 & - 2 \\ 2 & - 1 \end{array} |$

The determinant of a $2 \times 2$ matrix can be found using the formula $| \begin{array}{c} a & b \\ c & d \end{array} | = a d - c b$ .

$(4) (- 1) - 2 \cdot - 2$

Simplify the determinant.

Tap for more steps...

Simplify each term.

Tap for more steps...

Multiply $4$ by $- 1$ .

$- 4 - 2 \cdot - 2$

Multiply $- 2$ by $- 2$ .

$- 4 + 4$

Add $- 4$ and $4$ .

$0$

Substitute the known values into the formula for the inverse of a matrix.

$\frac{1}{0} [\begin{array}{c} - 1 & - (- 2) \\ - (2) & 4 \end{array}]$

Simplify each element in the matrix.

Tap for more steps...

Rearrange $- (- 2)$ .

$\frac{1}{0} [\begin{array}{c} - 1 & 2 \\ - (2) & 4 \end{array}]$

Rearrange $- (2)$ .

$\frac{1}{0} [\begin{array}{c} - 1 & 2 \\ - 2 & 4 \end{array}]$

Multiply $\frac{1}{0}$ by each element of the matrix.

$[\begin{array}{c} \frac{1}{0} \cdot - 1 & \frac{1}{0} \cdot 2 \\ \frac{1}{0} \cdot - 2 & \frac{1}{0} \cdot 4 \end{array}]$

Rearrange $\frac{1}{0} \cdot - 1$ .

$[\begin{array}{c} Undefined & \frac{1}{0} \cdot 2 \\ \frac{1}{0} \cdot - 2 & \frac{1}{0} \cdot 4 \end{array}]$

Since the matrix is undefined, it cannot be solved.

$Undefined$

Undefined