Analyzing the Setup
Welcome, fellow traveler, to the elegant world of matrix algebra. Today, we are exploring the fundamental nature of symmetry.
A symmetric matrix is invariant under reflection, while a skew-symmetric matrix flips its sign. Our mission is to identify the statement that is NOT true among four options involving a symmetric matrix A and a skew-symmetric matrix B.
The Toolkit of Transposition
Before we dive into the options, let us sharpen our tools. We are given the definitions:
AT=AandBT=−B
We also rely on the fundamental properties of the transpose operator:
1. Addition property: (X±Y)T=XT±YT
2. Reversal law: (XY)T=YTXT
3. Power property: (Xn)T=(XT)n
The Investigation
Let us test our options one by one. For Option A, let
M=A4−B4. Taking the transpose:
MT=(A4)T−(B4)T=(AT)4−(BT)4
Substituting our definitions, we get:
MT=A4−(−B)4=A4−B4=M
Since MT=M, this matrix is symmetric. Thus, Option A is true.
Now, for Option B, let
M=AB−BA. Taking the transpose:
MT=(AB)T−(BA)T=BTAT−ATBT
Substituting
BT=−B and
AT=A:
MT=(−B)A−A(−B)=−BA+AB=AB−BA=M
Since MT=M, this matrix is symmetric. Thus, Option B is true.
For Option D, let
M=AB+BA. Taking the transpose:
MT=(AB)T+(BA)T=BTAT+ATBT
Substituting the definitions:
MT=(−B)A+A(−B)=−BA−AB=−(AB+BA)=−M
Since MT=−M, this matrix is skew-symmetric. Thus, Option D is true.
The Final Trap
Finally, we arrive at Option C:
M=B5−A5. Taking the transpose:
MT=(B5)T−(A5)T=(BT)5−(AT)5
Substituting
BT=−B and
AT=A:
MT=(−B)5−A5
Because the power
5 is odd,
(−B)5=−B5. Thus:
MT=−B5−A5=−(B5+A5)
For this to be skew-symmetric, we would require MT=−M=−(B5−A5)=−B5+A5. Clearly, $-(B^5 + A^5)
eq -B^5 + A^5$.
Therefore, B5−A5 is NOT skew-symmetric, making this the false statement.