A New Slope Averaging Technique in Heun's Method: Combining Harmonic and Root Mean Square Means
Abstract
This paper introduces a modified version of Heun's method for solving initial value problems (IVPs) in ordinary differential equations (ODEs). The proposed method replaces the standard arithmetic mean used for the average slope in Heun's method with a novel combination of harmonic mean and root mean square (RMS) for the slopes of the tangent lines. This alteration is designed to enhance the accuracy and performance of the method. Through theoretical analysis, we establish that the modified method retains stability and consistency properties, crucial for reliable numerical solutions. Extensive numerical experiments demonstrate that the method performs well across a range of step sizes, showing notable improvements in accuracy for both small and large step sizes when compared to the standard Heun's method. These results suggest that the new approach offers a robust alternative for solving IVPs, particularly in scenarios where adaptive step sizing or high precision is required.
Full text article
References
M. Chandio, A. Memon, et al., “Improving the efficiency of heun’s method,” Sindh University Research Journal-SURJ (Science Series), vol. 42, no. 2, 2010. https://nja.pastic.gov.pk/journals/index.php/SURJ/article/view/27403.
E. Kreyszig, Advanced engineering mathematics 9th edition with Wiley plus set, vol. 334. John Wiley & Sons US, 2007.
N. Y. Abdul-Hassan, Z. J. Kadum, and A. H. Ali, “An efficient third-order scheme based on runge–kutta and taylor series expansion for solving initial value problems,” Algorithms, vol. 17, no. 3, p. 123, 2024. https://doi.org/10.3390/a17030123.
Z. J. Kadum and N. Y. Abdul-Hassan, “New numerical methods for solving the initial value problem based on a symmetrical quadrature integration formula using hybrid functions,” Symmetry, vol. 15, no. 3, p. 631, 2023. https://doi.org/10.3390/sym15030631.
R. Ogunrinde, K. Olayemi, I. Isah, and A. Salawu, “A numerical solver for first order initial value problems of ordinary differential equation via the combination of chebyshev polynomial and exponential function,” Journal of Physical Sciences, vol. 1, no. 1, pp. 1–16, 2019. https://doi.org/10.1155/2020/6650855.
A. H. Workie, “New modification on heun’s method based on contraharmonic mean for solving initial value problems with high efficiency,” Journal of Mathematics, vol. 2020, no. 1, p. 6650855, 2020. https://scispace.com/pdf/new-modification-on-heun-s-method-based-on-contraharmonic-2x4vo9uq36.pdf.
T. Ram, M. A. Solangi, and A. A. Sanghah, “A hybrid numerical method with greater efficiency for solving initial value problems,” Mathematical Theory and Modeling, vol. 10, no. 2, pp. 1–7, 2020. https://iiste.org/Journals/index.php/MTM/article/view/51759.
E. D. Jayanti, M. Imran, et al., “A third order runge-kutta method based on a convex combination of lehmer means,” J. Math. Comput. Sci., vol. 8, no. 6, pp. 673–682, 2018. https://scik.org/index.php/jmcs/article/view/3809.
A. H. Pirzada, A. A. Shaikh, and F. Shah, “Modification of heun’s iterative method for the population growth rate problems,” University of Sindh Journal of Information and Communication Technology, vol. 2, no. 1, pp. 11–16, 2018. https://sujo.usindh.edu.pk/index.php/USJICT/article/view/502.
W. F. Ferger, “The nature and use of the harmonic mean,” Journal of the American Statistical Association, vol. 26, no. 173, pp. 36–40, 1931. https://doi.org/10.1080/01621459.1931.10503148.
A. Jones, Probability, statistics and other frightening stuff. Routledge, 2018.
K. E. Atkinson and W. Han, Elementary Numerical Analysis. John Wiley & Sons, 1985.
O. Y. Ababneh and R. Rozita, “New third order runge kutta based on contraharmonic mean for stiff problems,” Applied Mathematical Sciences, vol. 3, no. 8, pp. 365–376, 2009. https://www.m-hikari.com/ams/ams-password-2009/ams-password5-8-2009/ababnehAMS5-8-2009.pdf.
J. D. Lambert, Computational methods in ordinary differential equations. Bristol: John Wiley and Sons, 1973.
Authors
Copyright (c) 2026 Journal of the Indonesian Mathematical Society

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.