AbstractN-step iterative processes give rise toN-order variational principles. Thep-hyperpower iterative process of Altman and Petryshyn is shown to be equivalent to thep-order variational principle of Kostin and Brooks. A higher order Chebychev variational principle is derived, which is independent of the normalization of the trial operator.