t for ``delta_x`` and ``y`` is short
        for ``delta_grad``. Formula (6.19) in [1]_.

        References
        ----------
        .. [1] Nocedal, Jorge, and Stephen J. Wright. "Numerical optimization"
               Second Edition (2006).
        g