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Stepsize Control Of The Finite Difference Method For Solving Ordinary Differential Equations

Authors: Davod Khojasteh Salkuyeh;

Stepsize Control Of The Finite Difference Method For Solving Ordinary Differential Equations

Abstract

{"references": ["S. Abbasbandy and M. A. Fariborzi Araghi, A stochastic scheme for\nsolving definite integrals, Appl. Numer. Math., 55 (2005) 125-136.", "J. M. Chesneaux, L-arithm'etique stochastique et le logiciel CADNA,\nHabilitation `a diriger des recherches, Universit'e Pierre et Marie Curie,\nParis, 1995.", "J. M. Chesneaux, CADNA: An ADA tool for round-off errors analysis\nand for numerical debugging, In ADA in Aerospace, Barcelone, Spain,\nDecember 1990.", "J. M. Chesneaux and F. J'ez'equel, Dynamical Control of Computations\nUsing the Trapezodial and Simpson-s rules, J. Universal Comput. Sci., 4\n(1998) 2-10.", "J.M. Chesneaux, Study of the computing accuracy by using probabilistic\napproach, in: C. Ullrich (Ed.), Contribution to Computer Arithmetic and\nSelf-Validating Numerical Methods, IMACS, New Brunswick, NJ, 1990.", "J. M. Chesneaux and J. Vignes, Sur la robustesse de la m'ethode CESTAC,\nC. R. Acad. Sci. Paris, S'er. I Math., 307 (1988) 855-860.", "J. M. Chesneaux, Stochastic arithmetic properties, IMACS Comput. Appl.\nMath. (1992) 81-91.", "J. M. Chesneaux and J. Vignes, Les fondements de l-arithm'etique\nstochastique, C. R. Acad. Sci. Paris, S'er. I Math., 315 (1992) 1435-1440.", "F. J'ez'equel, A dynamical strategy for approximation methods, C. R.\nM'ecanique, 334 (2006) 362-367.\n[10] F. J'ez'equel and J. M. Chesneaux, CADNA: a library for estimating\nround-off error propagation, Computer Physics Communications, 178\n(2008) 933-955.\n[11] F. J'ez'equel, Contr\u2566\u00e5ole dynamique de m'ethodes d-approximation,\nHabilitation 'a diriger des recherches, Universit'e Pierre et\nMarie Curie, Paris, February 2005, Available at: http://wwwanp.\nlip6.fr/\u00d4\u00ea\u255djezequel/HDR.html.\n[12] J. M. Ortega, Numerical Analysis, A second course, SIAM, New York,\n1990.\n[13] A. Quarteroni, R. Sacco and F. Saleri, Numerical mathematics, Springer-\nVerlag, New York, 2000.\n[14] D. K. Salkuyeh, F. Toutounian and H. S. Yazdi, A procedure with\nstepsize control for solving n one-dimensional IVPs, Mathematics and\nComputers in Simulation, 79 (2008) 167-176.\n[15] The CADNA library, URL address: http://www.lip6.fr/cadna.\n[16] J. Vignes, Discrete stochastic arithmetic for validating results of numerical\nsoftware, Numerical Algorithms, 37 (2004) 377-390.\n[17] J. Vignes, New methods for evaluating the validity of the results of\nmathematical computations, Math. Comp. Simul., 20 (1978) 227-249.\n[18] J. Vignes and M. La Porte, Error analysis in computing, in: Information\nProcessing 1974, North-Holand, (1974) 610-614.\n[19] J. Vignes, A stochastic arithmetic for reliable scientific computation,\nMath. Comp. Simul., 35 (1993) 233-261.\n[20] J. Vignes, New methods for evaluating the validity of the results of\nmathematical computations, Math. Comp. Simul., 20(1978) 227-249.\n[21] J. Vignes, A stochastic approach to the analysis of round-off error\npropagation. A survey of the CESTAC method, in: Proc. 2nd Real\nNumbers and Computers Conference, Marseille, France, (1996) 233-251.\n[22] J. Vignes, Z'ero math'ematique et z'ero informatique, C. R. Acad. Sci.\nParis S'er. I Math., 303 (1986) 997-1000."]}

An important task in solving second order linear ordinary differential equations by the finite difference is to choose a suitable stepsize h. In this paper, by using the stochastic arithmetic, the CESTAC method and the CADNA library we present a procedure to estimate the optimal stepsize hopt, the stepsize which minimizes the global error consisting of truncation and round-off error.

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Keywords

CESTAC, stochastic arithmetic, optimal stepsize, error, Ordinary differential equations, CADNA.

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