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Question: Two \(n \times n\) matrices \(A,B\) are said to be similar if there exists a non-singular matrix \(P...

Two n×nn \times n matrices A,BA,B are said to be similar if there exists a non-singular matrix PP such that P1AP=B{P^{ - 1}}AP = B
If AA and BB are two non-singular matrices, then
A. AA is similar to BB
B. ABAB is similar to BABA
C. ABAB is similar to A1B{A^{ - 1}}B
D. none of these.

Explanation

Solution

For the similar matrices A,BA,B we can write that P1AP=B{P^{ - 1}}AP = B or vice versa where PP is given n×nn \times n invertible matrix. And it is also given that A,BA,B are the non-singular matrix that means that the determinant of A and BA{\text{ and }}B cannot be zero. So as we know that P1AP=B{P^{ - 1}}AP = B where PP is any matrix. So A or BA{\text{ or }}B can be taken in place ofPP. We know that A1A=I{A^{ - 1}}A = I

Complete step-by-step answer:
Here we are given that A and BA{\text{ and }}B are two n×nn \times nsquare matrices and also it is given that they both are similar. As we know that whenever we are given that two matrix like A and BA{\text{ and }}Bare similar then
we can write that P1AP=B{P^{ - 1}}AP = B or we can also write that P1BP=A{P^{ - 1}}BP = A
Here PP is any n×nn \times n square matrix. So as we also know that A and BA{\text{ and }}B are two n×nn \times n square matrix.
Also we are given that A and BA{\text{ and }}B are non-singular that means that the determinant of A and BA{\text{ and }}B cannot be zero. So we must know that the product of any matrix with its inverse gives the identity matrix.
So we can write that A1A=I{A^{ - 1}}A = I and also B1B=I{B^{ - 1}}B = I
Here A and BA{\text{ and }}B are two n×nn \times n square matrix and II is the identity matrix.
So as we can write that
AB=ABAB = ABas here LHS is equal to the RHS
Now we know that if we multiply any matrix by the identity matrix gives us the same matrix that means AI=A,BI=BAI = A,BI = B
So we can multiply by II in RHS
AB=IABAB = IAB
Now we can write B1B=I{B^{ - 1}}B = I
So putting the value we get
AB=(B1B)ABAB = ({B^{ - 1}}B)AB (1) - - - - - (1)
Now we know that multiplication of the matrix follow the associative properties that means if A,B,CA,B,C are three matrices then we can write that (AB)C=A(BC)(AB)C = A(BC)
So using this property in the equation (1)
AB=B1(BA)BAB = {B^{ - 1}}(BA)B
Now if we know that
P1AP=B{P^{ - 1}}AP = B, then BB is similar to AA
Where PP is any n×nn \times n matrix and here we are given that
AB=(B1B)ABAB = ({B^{ - 1}}B)AB where BB is any n×nn \times n matrix, so we can say that AB,BAAB,BA are similar matrices.

Note: We know for any matrix the product of that matrix with its inverse gives us the identity matrix which is denoted byII. II can be n×nn \times n matrix which is denoted by In{I_n}
For example: {I_2} = \left[ {\begin{array}{*{20}{c}} 1&0 \\\ 0&1 \end{array}} \right] and {I_3} = \left[ {\begin{array}{*{20}{c}} 1&0&0 \\\ 0&1&0 \\\ 0&0&1 \end{array}} \right]
And so on.
So we can write that A.A1=IA.{A^{ - 1}} = I