Second derivative two-step peer methods

DOI: https://doi.org/10.3846/mma.2026.24590

Abstract

This paper is devoted to extending two-step peer methods, for the numerical solution of ordinary differential equations, for the case where the second derivative of the solution is incorporated into the formula of the methods. The main features including consistency, zero-stability, and convergence of the proposed methods together with their order conditions and stability analysis are examined. Construction of explicit methods within the proposed class of the methods, possessing the Runge–Kutta stability property, is investigated, and examples of such methods up to order five are provided. The efficiency and accuracy of the constructed methods are validated through various numerical experiments conducted in both fixed and variable stepsize environments.

Keywords:

two-step peer methods, second derivative methods, non-stiff or mildly stiff ODEs, Runge–Kutta stability

How to Cite

Sharifi, M., Abdi, A., Braś, M., & Hojjati, G. (2026). Second derivative two-step peer methods. Mathematical Modelling and Analysis, 31(3), 369–391. https://doi.org/10.3846/mma.2026.24590

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June 17, 2026
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References

A. Abdi and D. Conte. Implementation of second derivative general linear methods. Calcolo, 57(20):1–29, 2020. https://doi.org/10.1007/s10092-020-00370-w

A. Abdi, G. Hojjati, Z. Jackiewicz, H. Podhaisky and M. Sharifi. On the implementation of explicit two–step peer methods with Runge–Kutta stability. Appl. Numer. Math., 186:213–227, 2023. https://doi.org/10.1016/j.apnum.2023.01.015

A. Abdi, G. Hojjati and L. Taheri Koltape. Extended SDBDF–type methods based on linear barycentric rational interpolants for ODEs. Bull. Iran. Math. Soc., 48:3255–3268, 2022. https://doi.org/10.1007/s41980-022-00694-z

H. Brunner. Collocation methods for Volterra integral and related functional equations. Cambridge University Press, 2004. https://doi.org/10.1017/CBO9780511543234

J.C. Butcher and Z. Jackiewicz. Construction of high order diagonally implicit multistage integration methods for ordinary differential equations. Appl. Numer. Math., 27:1–12, 1998. https://doi.org/10.1016/S0168-9274(97)00109-8

J.R. Cash. Second derivative extended backward differentiation formula for the numerical integration of stiff systems. SIAM J. Numer. Anal., 18:21–36, 1981. https://doi.org/10.1137/0718003

P.C. Chakravarti and M.S. Kamel. Stiffly stable second derivative multistep methods with higher order and improved stability regions. BIT, 23:75–83, 1983. https://doi.org/10.1007/BF01937327

R.P.K. Chan and A.Y.J. Tsai. On explicit two–derivative Runge–Kutta methods. Numer. Algorithms, 53:171–194, 2010. https://doi.org/10.1007/s11075-009-9349-1

D. Conte, G. Pagano and B. Paternoster. Two–step peer methods with equation–dependent coefficients. Comput. Appl. Math., 41(140):1–21, 2022. https://doi.org/10.1007/s40314-022-01844-z

R. D’Ambrosio, M. Ferro, Z. Jackiewicz and B. Paternoster. Two–step almost collocation methods for ordinary differential equations. Numer. Algorithms, 53:195–217, 2010. https://doi.org/10.1007/s11075-009-9280-5

W.H. Enright. Second derivative multistep methods for stiff ordinary differential equations. SIAM J. Numer. Anal., 11:321–331, 1974. https://doi.org/10.1137/0711029

N. Guglielmi and M. Zennaro. On the zero–stability of variable stepsize multistep methods: the spectral radius approach. Numer. Math., 88:445–458, 2001. https://doi.org/10.1007/s211-001-8010-0

G.K. Gupta. Implementing second–derivative multistep methods using the Nordsieck polynomial representation. Math. Comput., 32:13–18, 1978. https://doi.org/10.1090/S0025-5718-1978-0478630-7

E. Hairer, S.P. Nørsett and G. Wanner. Solving ordinary differential equations I. Nonstiff problems. Springer-Verlag, Berlin, 1993. https://doi.org/10.1007/978-3-540-78862-1

Z. Jackiewicz. General linear methods for ordinary differential equations. John Wiley & Sons, Hoboken, NJ, 2009. https://doi.org/10.1002/9780470522165

P. Kaps. Rosenbrock–type methods. In G. Dahlquist and R. Jeltsch(Eds.), Numerical Methods for Solving Stiff Initial Value Problems, Proceeding, Oberwolfach, 1981. Institut fu¨r Geometrie und Praktische Mathematik, RWTH Aachen, 1981.

M. Klinge, R. Weiner and H. Podhaisky. Optimally zero stable explicit peer methods with variable nodes. BIT, 58:331–345, 2018. https://doi.org/10.1007/s10543-017-0691-8

I. Lie and S.P. Nørsett. Superconvergence for multistep collocation. Math. Comput.,52(185):65–79,1989. https://doi.org/10.1090/S0025-5718-1989-0971403-5

J.I. Montijano, H. Podhaisky, L. Rández and M. Calvo. A family of L–stable singly implicit peer methods for solving stiff IVPs. BIT, 59:483–502, 2019. https://doi.org/10.1007/s10543-018-0734-9

H. Podhaisky, B.A. Schmitt and R. Weiner. Design, analysis and testing of some parallel two-step W-methods for stiff systems. Appl. Numer. Math., 42:381–395, 2002. https://doi.org/10.1016/S0168-9274(01)00162-3

H. Podhaisky, R. Weiner and B.A. Schmitt. Rosenbrock–type ‘Peer’ two–step methods. Appl. Numer. Math., 53:409–420, 2005. https://doi.org/10.1016/j.apnum.2004.08.021

B.A. Schmitt and R. Weiner. Parallel two-step W-methods with peer variables. SIAM J. Numer. Anal., 42:265–282, 2004. https://doi.org/10.1137/S0036142902411057

B.A. Schmitt, R. Weiner and K. Erdmann. Implicit parallel peer methods for stiff initial value problems. Appl. Numer. Math., 53:457–470, 2005. https://doi.org/10.1016/j.apnum.2004.08.019

B.A. Schmitt, R. Weiner and H. Podhaisky. Multi-implicit peer twostep W-methods for parallel time integration. BIT, 45:197–217, 2005. https://doi.org/10.1007/s10543-005-2635-y

M. Sharifi, A. Abdi, M. Braś and G. Hojjati. A class of explicit second derivative general linear methods for non-stiff ODEs. Math. Model. Anal., 29(4):621–640, 2024. https://doi.org/10.3846/mma.2024.19325

M. Sharifi, A. Abdi, M. Braś and G. Hojjati. On implicit second derivative twostep peer methods with RK stability for ODEs. Appl. Numer. Math., 220:329– 345, 2026. https://doi.org/10.1016/j.apnum.2025.10.019

A.Y.J. Tsai, R.P.K. Chan and S. Wang. Two–derivative Runge–Kutta methods for PDEs using a novel discretization approach. Numer. Algorithms, 65:687–703, 2014. https://doi.org/10.1007/s11075-014-9823-2

R. Weiner, K. Biermann, B.A. Schmitt and H. Podhaisky. Explicit two–step peer methods. Comput. Math. Appl., 55:609–619, 2008. https://doi.org/10.1016/j.camwa.2007.04.026

R. Weiner, B.A. Schmitt and H. Podhaisky. Parallel Peer two-step W-methods and their application to MOL-systems. Appl. Numer. Math., 48:425–439, 2004. https://doi.org/10.1016/j.apnum.2003.10.005

R. Weiner, B.A. Schmitt, H. Podhaisky and S. Jebens. Superconvergent explicit two–step peer methods. J. Comput. Appl. Math., 223:753–764, 2009. https://doi.org/10.1016/j.cam.2008.02.014

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2026-06-17

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Sharifi, M., Abdi, A., Braś, M., & Hojjati, G. (2026). Second derivative two-step peer methods. Mathematical Modelling and Analysis, 31(3), 369–391. https://doi.org/10.3846/mma.2026.24590

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