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symmetric matrix

Here is the theorem.

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