ABSTRACT
Note that V f (x*) = 0 is only a necessary condition; that is, a point x* satisfying V f (x*) = 0 may be just a stationary or saddle point, not an optimum point. However, in many optimization problems including those in speech processing, prior knowledge about the nature of the objective function in the problem domain can eliminate the possibility of having a stationary point.
