Question
Question: Two \(n \times n\) matrices \(A,B\) are said to be similar if there exists a non-singular matrix \(P...
Two n×n matrices A,B are said to be similar if there exists a non-singular matrix P such that P−1AP=B
If A and B are two non-singular matrices, then
A. A is similar to B
B. AB is similar to BA
C. AB is similar to A−1B
D. none of these.
Solution
For the similar matrices A,B we can write that P−1AP=B or vice versa where P is given n×n invertible matrix. And it is also given that A,B are the non-singular matrix that means that the determinant of A and B cannot be zero. So as we know that P−1AP=B where P is any matrix. So A or B can be taken in place ofP. We know that A−1A=I
Complete step-by-step answer:
Here we are given that A and B are two n×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 Bare similar then
we can write that P−1AP=B or we can also write that P−1BP=A
Here P is any n×n square matrix. So as we also know that A and B are two n×n square matrix.
Also we are given that A and B are non-singular that means that the determinant of A 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 A−1A=I and also B−1B=I
Here A and B are two n×n square matrix and I is the identity matrix.
So as we can write that
AB=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=B
So we can multiply by I in RHS
AB=IAB
Now we can write B−1B=I
So putting the value we get
AB=(B−1B)AB −−−−−(1)
Now we know that multiplication of the matrix follow the associative properties that means if A,B,C are three matrices then we can write that (AB)C=A(BC)
So using this property in the equation (1)
AB=B−1(BA)B
Now if we know that
P−1AP=B, then B is similar to A
Where P is any n×n matrix and here we are given that
AB=(B−1B)AB where B is any n×n matrix, so we can say that AB,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 byI. I can be n×n matrix which is denoted by In
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.A−1=I