Abstract
In this paper, we propose two efficient numerical integration processes for initial value problems of ordinary differential equations. The first algorithm is the Legendre–Gauss collocation method, which is easy to be implemented and possesses the spectral accuracy. The second algorithm is a mixture of the collocation method coupled with domain decomposition, which can be regarded as a specific implicit Legendre–Gauss Runge–Kutta method, with the global convergence and the spectral accuracy. Numerical results demonstrate the spectral accuracy of these approaches and coincide well with theoretical analysis.
Similar content being viewed by others
References
Babuška, I., Guo, B.Q.: Direct and inverse approximation theorems for the p–version of the finite element method in the framework of weighted Besov spacecs, part I, approximability of functions in weighted Besov spaces. SIAM J. Numer. Anal. 39, 1512–1538 (2001)
Babus̆ka, I., Janik, T.: The h–p version of the finite element method for parabolic equations, Part 1, The p– version in time. Numer. Methods Partial Differential Equations 5, 363–399 (1989)
Bernardi, C., Maday, Y.: Spectral method. In: Ciarlet, P.G., Lions, J.L. (eds.) Handbook of Numerical Analysis, part 5. North-Holland (1997)
Boyd, J.P.: Chebyshev and Fourier Spectral Methods. Springer-Verlag, Berlin (1989)
Burrage, K., Butcher, J.C.: Stability criteria for implicit Runge–Kutta methods. SIAM J. Numer. Anal. 16, 46–57 (1979)
Butcher, J.C.: Implicit Runge–Kutta processes. Math. Comp. 18, 50–64 (1964)
Butcher, J.C.: Integration processes based on Radau quadrature formulas. Math. Comp. 18, 233–244 (1964)
Butcher, J.C.: The Numerical Analysis of Ordinary Differential Equations, Runge–Kutta and General Linear Methods. John Wiley & Sons, Chichester (1987)
Canuto, C., Hussaini, M.Y., Quarteroni, A., Zang, T.A.: Spectral Methods in Fluid Dynamics. Springer-Verlag, Berlin (1988)
Donchev, T., Farkhi, E.: Stability and Euler approximations of one sided Lipschitz convex differential inclusions. SIAM J. Control Optim. 36, 780–796 (1998)
Feng, K.: Difference schemes for Hamiltonian formulism and symplectic geometry. J. Comput. Math 4, 279–289 (1986)
Feng, K., Qin, M.Z.: Sympletic Geometric Algorithms for Hamiltonian Systems. Zhejiang Science and Technology Press, Hangzhou (2003)
Funaro, D.: Polynomial Approximations of Differential Equations. Springer-Verlag (1992)
Gottlieb, D., Orszag, S.A.: Numerical Analysis of Spectral Methods: Theory and Applications. SIAM-CBMS, Philadelphia (1977)
Guo, B.-y.: Spectral Methods and their Applications. World Scietific, Singapore (1998)
Guo, B.-y.: Jacobi approximations in certain Hilbert spaces and their applications to singular differential equations. J. Math. Anal. Appl. 243, 373–408 (2000)
Guo, B.-y., Wang, L.-l.: Jacobi interpolation approximations and their applications to singular differential equations. Adv. Comput. Math. 14, 227–276 (2001)
Guo, B.-y., Wang, L.-l.: Jacobi approximations in non-uniformly Jacobi-weighted Sobolev spaces. J. Approx. Theory 128, 1–41 (2004)
Guo, B.-y., Wang, Z.-q.: Numerical intergration based on Laguerre–Gauss interpolation. Comput. Methods Appl. Mech. Engrg. 196, 3726–3741 (2007)
Guo, B.-y., Wang, Z.-q., Hong-Jiong, T., Wang, L.-l.: Integration processes of ordinarny differential equations based on Laguerre–Radau interpolations. Math. Comp. 77, 181–199 (2008)
Hairer, E., Lubich, C., Wanner, G.: Geometric Numerical Integration: Structure-Preserving Algorithms for Ordinary Differential Equations. Springer Series in Comput. Mathematics, vol. 31. Springer-Verlag, Berlin (2002)
Hairer, E., Norsett, S.P., Wanner, G.: Solving Ordinary Differential Equation I: Nonstiff Problems. Springer-Verlag, Berlin (1987)
Hairer, E., Wanner, G.: Solving Ordinary Differential Equation II: Stiff and Differential—Algebraic Problems. Springer-Verlag, Berlin (1991)
Higham, D.J.: Analysis of the Enright-Kamel partitioning method for stiff ordinary differential equations. IMA J. Numer. Anal. 9, 1–14 (1989)
Lambert, J.D.: Numerical Methods for Ordinary Differential Systems, The Initial Value Problem. John Wiley and Sons, Chichester (1991)
Sanz-Serna, J.M., Calvo, M.P.: Numerical Hamiltonian Problems, AMMC7. Chapman and Hall, London (1994)
Stuart, A.M., Humphries, A.R.: Dynamical systems and Numerical Analysis. Cambridge University Press, Cambridge (1996)
Wright, K.: Some relationship between implicit Runge–Kutta, collocation and τ-methods and their stability properties. BIT 10, 217–227 (1970)
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Zhongying Chen.
Rights and permissions
About this article
Cite this article
Guo, By., Wang, Zq. Legendre–Gauss collocation methods for ordinary differential equations. Adv Comput Math 30, 249–280 (2009). https://doi.org/10.1007/s10444-008-9067-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10444-008-9067-6
Keywords
- Legendre–Gauss collocation methods
- Initial value problems of ordinary differential equations
- Spectral accuracy