High-order semi-implicit Picard integral deferred correction (SIPIDC) methods have
previously been proposed for the time-integration of partial differential equations
with two or more disparate time scales. The SIPIDC methods studied to date
compute a high-order approximation by first computing a provisional solution with a
first-order semi-implicit method and then using a similar semi-implicit method to
solve a series of correction equations, each of which raises the order of accuracy of the
solution by one. This study assesses the efficiency of SIPIDC methods that instead
use standard semi-implicit methods with orders two through four to compute the
provisional solution. Numerical results indicate that using a method with more than
first-order accuracy in the computation of the provisional solution increases the
efficiency of SIPIDC methods in some cases. First-order PIDC corrections
can improve the efficiency of semi-implicit integration methods based on
backward difference formulae (BDF) or Runge–Kutta methods while maintaining
desirable stability properties. Finally, the phenomenon of order reduction, which
may be encountered in the integration of stiff problems, can be partially
alleviated by the use of BDF methods in the computation of the provisional
solution.
Keywords
semi-implicit methods, deferred correction methods, order
reduction