I Linear algebra ( symmetric matrix)

Vijay Raghavan
Messages
9
Reaction score
0
I am currently brushing on my linear algebra skills when i read this
For any Matrix A
1)A*At is symmetric , where At is A transpose ( sorry I tried using the super script option given in the editor and i couldn't figure it out )
2)(A + At)/2 is symmetric
Now my question is , why should it be divided by 2? doesn't just A + At alone give a symmetric matrix
 
Physics news on Phys.org
Vijay Raghavan said:
I am currently brushing on my linear algebra skills when i read this
For any Matrix A
1)A*At is symmetric , where At is A transpose ( sorry I tried using the super script option given in the editor and i couldn't figure it out )
2)(A + At)/2 is symmetric
Now my question is , why should it be divided by 2? doesn't just A + At alone give a symmetric matrix
It goes like this ##\text{ A^t }## or ##\text{ ## A^t ## }##.

The relevant formulas are ##(A \cdot B)^t = B^t \cdot A^t \, , \, (A+B)^t = A^t + B^t ## and ##(A^t)^t=A##.
You are correct, the factor ##\frac{1}{2}## isn't necessary here. It usually is taken when ##A## is written as ##A = \frac{1}{2}(A+A^t) + \frac{1}{2}(A-A^t)##, i.e. as a sum of a symmetric matrix ##B=B^t=\frac{1}{2}(A+A^t)## and a skew-symmetric matrix ##C=-C^t=\frac{1}{2}(A-A^t)##. Here it is needed to get back ##A##, instead of ##2A##.
 
  • Like
Likes Vijay Raghavan
fresh_42 said:
It goes like this ##\text{ A^t }## or ##\text{ ## A^t ## }##.

The relevant formulas are ##(A \cdot B)^t = B^t \cdot A^t \, , \, (A+B)^t = A^t + B^t ## and ##(A^t)^t=A##.
You are correct, the factor ##\frac{1}{2}## isn't necessary here. It usually is taken when ##A## is written as ##A = \frac{1}{2}(A+A^t) + \frac{1}{2}(A-A^t)##, i.e. as a sum of a symmetric matrix ##B=B^t=\frac{1}{2}(A+A^t)## and a skew-symmetric matrix ##C=-C^t=\frac{1}{2}(A-A^t)##. Here it is needed to get back ##A##, instead of ##2A##.
Thank you for the clarification.
 
Back
Top