a Show that A is invertible and that rankA 3 b Show in gene
a) Show that A is invertible and that rank(A) = 3
b) Show in general that if A is an n x n invertible matrix then rank(A) = n
Solution
a) To show that A is invertible, we can show that the determinant of A is non-zero
det(A) = 1(8-7) + 2(1+16) -3(-14-1)
=> 1 + 34 - 45
=> -10
Since det(A) is a non-zero number, hence all the columns of the matrix are linearly independent
Hence rank of matrix A = number of independent columns = 3
Hence proved
b)
If A is an nXn invertible matrix that means det(A) is a non-zero number
AA^(-1) = I(nXn)
Since A is of order nXn, A^(-1) will also be of order nXn, hence there exists a matrix which maps A to the set of n independent columns
Hene the rank of matrix A = number of independents columns in matrix A = n
