Inactive Tutor answered 08/02/14
Andrew C.
asked 08/02/14Matrix 2x1 transpose - inverse
If A and B are any matrices of order 2×1, why does the product ABt have no inverse?
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3 Answers By Expert Tutors
Tutor
New to Wyzant
ABt for A=[a] and B= [c]
[b] [d]
ABt=[a][c d] = [ac ad]
[b] [bc bd]
The determinant is clearly zero.
I wish there were a better way to display matrices.
Inactive Tutor answered 08/02/14
Tutor
New to Wyzant
Hi -
I read the problem a little differently -- I read "ABt" to be A * Bt -- that is, matrix A multiplied by the transpose of matrix B. Unlike the other answer (which is certainly a valid answer if you read the problem as A * B, then transpose), this answer does give a proper multiplication.
Let's try an example: matrix A is
[2]
[5]
and B is
[9]
[7]
Both are 2 rows x 1 column. The transpose of B is Bt=[9 7], a 1 row x 2 column matrix. The product of A and Bt is
[2] * [9 7]
[5]
= [2*9 2*7]
[5*9 5*7]
= [18 14] = A*Bt
[45 35]
Taking the inverse of A*Bt, we get
[35 -14] * 1 / (18*35 - 14*45)
[-45 18]
with (18*35 - 14*45) being D, the "determinate". As you can see, D=0. Division by zero is not allowed, so that is why there NO INVERSE !
I leave it to you to work backwards from D to the constituent values, and convince yourself that D=0 is always true for any A and B matricies.
Best wishes, Pete
Inactive Tutor
Thank you Francisco. However I don't understand the part "it is not a generalized fact." As I said in my answer, D=0 always. Pick any A and B, being 2x1, you will always get D=0 for A*Bt. Always. And as I said in my answer, if you work backward for D to its constituent values, it proves D=0. I didn't show the steps for this because I would like the student to do that.
Regards, Pete
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08/02/14
Inactive Tutor
What I have said is that the product of a row matrix and a column matrix is always a scalar and not a square matrix.
The scalar is also defined as a 1X1 matrix. even if you take the multiplication by the transpose so I do not understand the applied theory to obtain from this multiplication a two by two matrix.
My matrix algebra is the same that I learned long time ago and I really had to work hard to understand your way of accommodating the product to show that the Determinant of the result of a multiplication, escalar or matrix 1X1 is a 2X2 matrix.
Anyhow good theory, and I hope this kind of solution be accepted.
Best regards
Francisco
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08/02/14
Inactive Tutor answered 08/02/14
Tutor
New to Wyzant
A matrix can be multiplied by another matrix only if the first matrix has the same number of columns as the second one of rows.
The multiplication can not be performed and then there is no inverse to the nonexistent product AB
I understand that the two matrices are any 2x1 matrices. I do not see numbers that may or may not give a determinant equal to zero.
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Inactive Tutor
08/02/14