In mathematics, when you multiply a number by its inverse the result is $1$1. In other words, a number's inverse is the unique number which results in $1$1 when the two are multiplied together. In matrices, the product of a matrix and its inverse (if it exists) is the identity matrix, $I$I.
With real numbers, a number's inverse is its reciprocal. For instance, $6\times\frac{1}{6}=1$6×16=1, where $\frac{1}{6}$16 and $6$6 are inverses of one another. The concept of an inverse is often used when solving equations, like solving $5x=20$5x=20.
$5x$5x | $=$= | $20$20 | (Writing down the equation) |
$5x\times\frac{1}{5}$5x×15 | $=$= | $20\times\frac{1}{5}$20×15 | (Multiplying by the inverse of $5$5) |
$x$x | $=$= | $4$4 | (Simplifying both sides) |
The inverse of $6$6 can also be written as $6^{-1}$6−1. As with this example, we have that:
$A^{-1}$A−1 represents the inverse of matrix $A$A.
The determinant is a number that is used to find the inverse of a matrix (if it exists). If the determinant is zero then the inverse is said to be undefined, this can be useful when solving systems of linear equations later.
Generally, the determinant of a matrix $A$A is written as $det(A)$det(A) and is calculated as follows:
For a matrix $A$A$=$= | $a$a | $b$b | , the determinant is $det(A)$det(A)$=$= | $a$a | $b$b | $=ad-cb$=ad−cb | ||||||||
$c$c | $d$d | $c$c | $d$d |
Evaluate the determinant | $-4$−4 | $-6$−6 | . | ||
$3$3 | $1$1 |
To find the inverse of a $2\times2$2×2 matrix, say $A$A, we swap the entries along the main-diagonal, and multiply the entries in the off-diagonal by $-1$−1. Then we multiply the result by $\frac{1}{det(A)}$1det(A).
For a matrix $A$A$=$= | $a$a | $b$b | , the inverse is $A^{-1}=$A−1= | $\frac{1}{det(A)}$1det(A) | $d$d | $-b$−b | ||||||||
$c$c | $d$d | $-c$−c | $a$a |
The inverse matrix $A^{-1}$A−1 has the property that when we multiply it by $A$A, we get the identity matrix.
$AA^{-1}=A^{-1}A=I$AA−1=A−1A=I
Does this matrix have an inverse?
$4$4 | $2$2 | ||||
$-5$−5 | $6$6 |
Yes
No
Consider the matrix $A$A = |
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Find the determinant of $A$A.
Find the inverse $A^{-1}$A−1.
$A^{-1}$A−1$=$= |
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$A^{-1}$A−1$=$= |
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Consider the matrix $A$A$=$= |
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and its inverse $A^{-1}$A−1$=$= |
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Solve for $n$n.