  We present a straightforward and verified method of deciding whether the
n-dimensional point x (n>=1), such that \nabla f(x)=0, is the local minimizer,
maximizer or just a saddle point of a real-valued function f.
  The method scales linearly with dimensionality of the problem and never
produces false results.
