Here is the theorem.
- The sum of two symmetric matrices is a symmetric matrix.
- If we multiply a symmetric matrix by a scalar, the result will be a symmetric matrix.
- If A and B are symmetric matrices then AB+BA is a symmetric matrix (thus symmetric matrices form a so-called Jordan algebra).
- Any power An of a symmetric matrix A (n is any positive integer) is a symmetric matrix.
- If A is an invertible symmetric matrix then A-1 is also symmetric.