Linear Algebra Examples

$- x - 2 y = 3$ , $- 2 x - 4 y = 6$

Step 1

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

$[\begin{array}{c} - 1 & - 2 \\ - 2 & - 4 \end{array}] \cdot [\begin{array}{c} x \\ y \end{array}] = [\begin{array}{c} 3 \\ 6 \end{array}]$

Step 2

Find the inverse of the coefficient matrix.

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

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

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

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

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

Simplify the determinant.

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Simplify each term.

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Multiply $- 1$ by $- 4$ .

$4 + 2 \cdot - 2$

Multiply $2$ by $- 2$ .

$4 - 4$

Subtract $4$ from $4$ .

$0$

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

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

Simplify each element in the matrix.

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Rearrange $- (- 2)$ .

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

Rearrange $- (- 2)$ .

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

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

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

Rearrange $\frac{1}{0} \cdot - 4$ .

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

Since the matrix is undefined, it cannot be solved.

$Undefined$

Undefined