ERK tableau registry ==================== .. currentmodule:: cubie.integrators.algorithms ``ERK_TABLEAU_REGISTRY`` maps human-friendly identifiers to :class:`~cubie.integrators.algorithms.generic_erk.ERKTableau` instances. The registry powers :func:`get_algorithm_step` aliases and allows callers to select well-known explicit Runge--Kutta schemes without manually specifying the coefficients. .. autodata:: ERK_TABLEAU_REGISTRY :annotation: Dict[str, ERKTableau] The default :class:`ERKStep` configuration uses :data:`cubie.integrators.algorithms.generic_erk.DEFAULT_ERK_TABLEAU`, the Dormand--Prince 5(4) pair. The ``"dopri54"`` alias mirrors the longer ``"dormand-prince-54"`` key so existing controller presets continue to work. Available aliases ----------------- .. list-table:: Named explicit Runge--Kutta tableaus :header-rows: 1 * - Key - Description - Reference * - ``"heun-21"`` - Heun's improved Euler method (order 2). - [Heun1900]_ * - ``"ralston-33"`` - Ralston's third-order method with minimized error constants. - [Ralston1962]_ * - ``"bogacki-shampine-32"`` - Bogacki--Shampine embedded 3(2) pair with FSAL property. - [BogackiShampine1993]_ * - ``"dormand-prince-54"`` and ``"dopri54"`` - Dormand--Prince embedded 5(4) pair with FSAL property. - [DormandPrince1980]_ * - ``"classical-rk4"`` - Classical fourth-order Runge--Kutta scheme. - [Kutta1901]_ * - ``"cash-karp-54"`` - Cash--Karp embedded 5(4) pair with adaptive control weights. - [CashKarp1990]_ * - ``"fehlberg-45"`` - Runge--Kutta--Fehlberg embedded 5(4) pair. - [Fehlberg1969]_ Tableau container ----------------- .. autoclass:: cubie.integrators.algorithms.generic_erk_tableaus.ERKTableau :members: :show-inheritance: References ---------- .. [Heun1900] K. Heun. *Neue Methoden zur approximativen Integration der Differentialgleichungen einer unabhängigen Veränderlichen.* Z. Math. Phys. 45, 1900. .. [Ralston1962] A. Ralston. "Runge-Kutta methods with minimum error bounds." *Math. Comp.* 16 (1962). .. [BogackiShampine1993] P. Bogacki and L. F. Shampine. "An efficient Runge-Kutta (4,5) pair." *J. Comput. Appl. Math.* 46(1), 1993. .. [DormandPrince1980] J. R. Dormand and P. J. Prince. "A family of embedded Runge-Kutta formulae." *J. Comput. Appl. Math.* 6(1), 1980. .. [Kutta1901] W. Kutta. "Beitrag zur näherungsweisen Integration totaler Differentialgleichungen." *Zeitschr. Math. Phys.* 46, 1901. .. [CashKarp1990] J. R. Cash and A. H. Karp. "A variable order Runge-Kutta method for initial value problems with rapidly varying right-hand sides." *ACM Trans. Math. Softw.* 16(3), 1990. .. [Fehlberg1969] E. Fehlberg. *Low-order classical Runge-Kutta formulas with stepsize control and their application to some heat transfer problems.* NASA Technical Report 315, 1969.