Unconditionally Positive and Conservative Third Order Modified Patankar-Runge-Kutta Discretizations of Production-Destruction Systems
This work provides a theoretical foundation for high-order MPRK schemes, enabling more accurate numerical simulations of positive and conservative systems in applications such as chemical kinetics and ecology.
The authors derive necessary and sufficient conditions for third-order Modified Patankar-Runge-Kutta (MPRK) schemes and present the first MPRK schemes that achieve third-order accuracy for any positive and conservative production-destruction system, confirmed by numerical experiments.
Modified Patankar-Runge-Kutta (MPRK) schemes are numerical methods for the solution of positive and conservative production-destruction systems. They adapt explicit Runge-Kutta schemes to ensure positivity and conservation irrespective of the time step size. The first two members of this class were introduced in [Burchard et. al.: A high-order conservative Patankar-type discretisation for stiff systems of production-destruction equations. Appl. Numer. Math., 47(1):1-30, 2003] and have been successfully applied in a large number of applications. Recently, we introduced a general definition of MPRK schemes and presented a thorough investigation of first and second order MPRK schemes in [Kopecz. S, Meister, A.: On order conditions for modified patankar-runge-kutta schemes. arXiv:1702.04589 [math.NA], 2017.]. A potentially third order Patankar-type method was introduced in [Formaggia L., Scotti, A.: Positivity and conservation properties of some integration schemes for mass action kinetics. SIAM J. Numer. Anal., 49(3):1267-1288, 2011.]. This method uses the MPRK22(1) scheme of [Burchard et. al.: A high-order conservative Patankar-type discretisation for stiff systems of production-destruction equations. Appl. Numer. Math., 47(1):1-30, 2003] as a predictor and a modification of the BDF(3) multistep method as a corrector. This method is at most third order and at least second order accurate. In this paper we continue the work of [Kopecz. S, Meister, A.: On order conditions for modified patankar-runge-kutta schemes. arXiv:1702.04589 [math.NA], 2017.] and present necessary and sufficient conditions for third order MPRK schemes. For the first time, we introduce MPRK schemes, which are third order accurate independent of the specific positive and conservative system under consideration. The theoretical results are confirmed by numerical experiments.