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Question: How do you prove that AB=BA if and only if AB is also symmetric?...

How do you prove that AB=BA if and only if AB is also symmetric?

Explanation

Solution

AB=BAAB=BA if and only if ABAB is also symmetric is the given statement which is to be proved. The symmetric matrix is equal to the transpose of the same matrix. To prove the statement we need to use the matrix transpose method. By using transpose the changed matrix will be symmetric. Transpose happens only for the square matrix because both rows and columns will be equal in a square matrix.

Complete step by step answer:
The given statement is AB=BAAB=BA\Leftrightarrow symmetric which we need to prove
To prove this we need to consider that the matrices A,BA, B are non-null matrices.
But according to the given statement, matrix AA is symmetric but the matrix BB is not symmetric.
Now, here we need to transpose both matrices AA and BB.
AB=(AB)T=BTAT=BA\Rightarrow AB={{\left( AB \right)}^{T}}={{B}^{T}}{{A}^{^{T}}}=BA.
But here
A=AT\Rightarrow A={{A}^{T}}
Now, the equation is
BTATBA=0\Rightarrow {{B}^{T}}{{A}^{T}}-BA=0
Here we can take a matrix AA as common.
(BTB)A=0\Rightarrow \left( {{B}^{T}}-B \right)A=0
BT=B\Rightarrow {{B}^{T}}=B. This equation is absurd.
So, now the matrix BB must be symmetric.
Hence it is proved that AB=BAAB=BA if and only if ABAB is also symmetric.

Note:
In the above solution we used transpose to prove the statement. There are many types of symmetric matrices. The numbers in the matrix must be real numbers. The square matrix is also known as the diagonal matrix. Transpose can be applied to any matrix.
But for a matrix to be a symmetric matrix, the matrix must possess a property that is ARA\in R.
If the sum operation and difference operation is done between two symmetric matrices then the resultant matrix will also be symmetric.
If the matrix AA has an exponent integer nn, then the matrix will also be symmetric.