Best rank one approximation of real symmetric tensors can be chosen   symmetric
  We show that a best rank one approximation to a real symmetric tensor, which in principle can be nonsymmetric, can be chosen symmetric.   Furthermore, a symmetric best rank one approximation to a symmetric tensor is unique if the tensor does not lie on a certain real algebraic variety. 
Shmuel Friedland
math.FA