C = [ − 1 − 3 4 7 ]
It is given that the multiplicative inverse of 6 C − 5 I can be expressed as below, where k , m , and n are positive integers, and I is the identity matrix.
k 1 ( C − n I ) m
What is k + m + n + 3 ?
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This problem is much more complicated than it needed to have been. There isn't a point in trying to make people jump through too many hoops, as that would make them disengage with your problem.
At the end, when you were finding ( 6 C − 5 I ) − 1 , you happened to make a lucky discovery about the factorization. Is this an approach that can be repeated for other matrices?
It is always possible to do this same process to find the inverse of a certain linear combination of a matrix and the identity matrix given that the matrix is 2x2, invertible, and has two eigenvalues that do not differ only by sign.
Were A noninvertible, then A 2 would also be noninvertiable just from a single determinant argument that d e t ( A 2 ) = d e t ( A ) 2 with the determinant of A being zero as it is noninvertible. The basis for finding this inverse of the linear combination of A and I in question is that the square of the matrix is invertible. Thus, this inverse of this specific linear combination doesn't not exist when A is noninvertible.
Let us suppose that A is a 2x2 matrix whose solutions to d e t ( A − λ I ) = 0 are elements of the field that A is defined over. Then A has two eigenvalues λ 1 and λ 2 .
Now this specific linear combination would be:
t r ( A ) A − d e t ( A ) I = ( λ 1 + λ 2 ) A − λ 1 λ 2 I , where t r ( A ) is the trace of A.
Were A to be invertible, then its characteristic equation would look like
p ( λ ) = ( λ − λ 1 ) ( λ − λ 2 ) = 0 with choosing to keep it monic
⟹ p ( λ ) = λ 2 − ( λ 1 + λ 2 ) λ + λ 1 λ 2 = λ 2 − t r ( A ) λ + d e t ( A ) = 0 .
By Cayley-Hamilton Theorem, A must satisfy this equation such that
A 2 − t r ( A ) A + d e t ( A ) I = 0 ⟹ A 2 = t r ( A ) A − d e t ( A ) I
Following the same steps as in the solution, A 2 can be found to be a factor of
A 2 ( A − t r ( A ) I ) 2 = d e t ( A ) 2 I
⟹ d e t ( A ) 2 1 ( A − t r ( A ) I ) 2 = ( t r ( A ) A − d e t ( A ) I ) − 1 .
Note here that d e t ( A ) 2 1 would be undefined were A 2 noninvertible. Also note that were the eigenvalues to only differ by a sign, then trace of A would be zero making it impossible to after out an A in order to produce another A 2 .
Note that when t r ( A ) = 0 that any even power of any invertible 2x2 matrix A or any 2x2 nilpotent matrix of order 2 as well as the zero matrix will just be the negative determinant of A to an even power times the identity matrix. Will elaborate further later.
This process can be extended to nxn matrices with n > 2. Just as the 2x2 case considered A 2 , the nxn case would consider A n , but the inverse of A n would not necessarily be a linear combination that is taken to a power. Will elaborate later.
I have modified the question to the core of what question I am actually posing.
Very nice problem.I enjoyed solving it.
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Seeing that 6 C − 5 I is a linear combination of C and the identity matrix, it would seem appropriate to implement the Cayley-Hamilton Theorem over R 3 x 3 which states that every element of R 3 x 3 satisfies its own characteristic equation.
p ( λ ) = d e t ( C − λ I ) = d e t ( [ − 1 − λ − 3 4 7 − λ ] ) = λ 2 − 6 λ + 5 = 0
⟹ C 2 − 6 C + 5 I = 0 I ⟹ C 2 = 6 C − 5 I .
There is the matrix we are trying to invert. Could there be another expression with C 2 as a factor?
C 2 − 6 C + 5 I = 0 I ⟹ C ( C − 6 I ) = − 5 I ⟹ C 2 ( C − 6 I ) 2 = 2 5 I
⟹ ( 6 C − 5 I ) ( C − 6 I ) 2 = 2 5 I ⟹ ( 6 C − 5 I ) ( 2 5 1 ( C − 6 I ) 2 ) = I
⟹ ( 6 C − 5 I ) − 1 = 2 5 1 ( C − 6 I ) 2 ⟹ k = 2 5 , n = 6 , and m = 2 .
Thus, k + m + n + 3 = 2 5 + 2 + 6 + 3 = 3 6 .