Determinant of a matrix
Determinants palys an important role in finding the inverse of a square matrix and also in solving systems of linear equations.
Determinant of a 2*2 matrix
Assuming A is an arbitrary 2*2 matrix A, where the elements are given by:
A = {{
,
},{
,
}}
then the determinant of a this matrix is as the follows:
det(A) = |A| = |{
,
},{
,
}| =
-
Determinant of a 3*3 matrix
The determinant of a 3*3 matrix is found as follows
A = {{
,
,
},{
,
,
},{
,
,
}}
then the determinant of a this matrix is as follows:
det(A) = |A| = |{
,
,
},{
,
,
},{
,
,
}|
=
|{
,
},{
,
}|-
|{
,
},{
,
}|+
|{
,
},{
,
}|
Determinant of a n*n matrix
For the general case, where A is an n*n matrix the determinant is given by:
det(A) = |A| =
+
+...+
Where the coefficients
are given by the relation
=
where
is the determinant of the (n-1)*(n-1) matrix that is obtained by deleting row i and column j. This coefficient
is also called the cofacotr of
Minor of a matrix
A minor of a matrix is the determiniant of a certain samller matrix. Suppose A is an m*n matrix and k is a positive integer not larger than m and n. A k*k minor of A is the determinant of a k*k matrix obtained from A by deleting m-k rows and n-k coulmns.
example:
given the matrix A = {{1,4,7}{3,0,5}{-1,9,11}}
the minor
of A is
= {{1,4}{-1,9}}
Adjoint of a matrix
Adjoint matrix can be calculated by the following method
- Given the n*n matrix A, define B = ()
to be the matrix whose coefficients are found by taking the determinant of the (n-1)*(n-1) matrix obtained by deleting the ith row and jth column of A. The terms of B(i.e. B =
) are known as the cofactors of A.
- And define the matrix C, where
- The transpose of C is called the adjoint of Matrix A.