Numerical integration of ordinary differential equations on manifolds
- 492 Downloads
- 199 Citations
Summary
This paper is concerned with the problem of developing numerical integration algorithms for differential equations that, when viewed as equations in some Euclidean space, naturally evolve on some embedded submanifold. It is desired to construct algorithms whose iterates also evolve on the same manifold. These algorithms can therefore be viewed as integrating ordinary differential equations on manifolds. The basic method “decouples” the computation of flows on the submanifold from the numerical integration process. It is shown that two classes of single-step and multistep algorithms can be posed and analyzed theoretically, using the concept of “freezing” the coefficients of differential operators obtained from the defining vector field. Explicit third-order algorithms are derived, with additional equations augmenting those of their classical counterparts, obtained from “obstructions” defined by nonvanishing Lie brackets.
Key words
numerical integration manifold differential equation flow lie algebra algorithm symbolic computation frozen coefficientsAMS Subject Classifications
34A50 34A34 65L06 93C15 58F99Preview
Unable to display preview. Download preview PDF.
References
- 1.M. Austin, P. S. Krishnaprasad, and L.-S. Wang, Symplectic and Almost Poisson Integration of Rigid Body Systems,Proceedings of the 1991 International Conference on Computational Engineering Science, ed. S. Atluvi, Melbourne, Australia, August, (1991).Google Scholar
- 2.J. C. Butcher, An Order Bound for Runge-Kutta Methods,SIAM J. Numerical Analysis, Vol. 12, pp. 304–315, (1975).zbMATHMathSciNetCrossRefGoogle Scholar
- 3.J. C. Butcher,The Numerical Analysis of Ordinary Differential Equations, John Wiley, (1986).Google Scholar
- 4.P. Channell, Symplectic Integration for Particles in Electric and Magnetic Fields, (Accelerator Theory Note, No. AT-6: ATN-86-5). Los Alamos National Laboratory, (1986).Google Scholar
- 5.P. Channell, and C. Scovel, Symplectic Integration of Hamiltonian Systems, submitted toNonlinearity, June, 1988.Google Scholar
- 6.A. Chorin, T. J. R. Hughes, J. E. Marsden, and M. McCracken, Product Formulas and Numerical Algorithms,Comm. Pure and Appl. Math., Vol. 31, pp. 205–256, (1978).zbMATHMathSciNetGoogle Scholar
- 7.P. E. Crouch, Spacecraft Altitude Control and Stabilization: Application of Geometric Control to Rigid Body Models,IEEE Transactions on Automatic Control, Vol. AC-29, pp. 321–331, (1986).MathSciNetGoogle Scholar
- 8.P. E. Crouch, and R. L. Grossman, The Explicit Computation of Integration Algorithms and First Integrals for Ordinary Differential Equations with Polynomial Coefficients Using Trees,Proceedings of the 1992 International Symposium of Algebraic and Symbolic Computation, ACM, (1992).Google Scholar
- 9.P. Crouch, R. Grossman, and R. G. Larson, Computations Involving Differential Operators and Their Actions on Functions,Proceedings of the 1991 International Symposium on Symbolic and Algebraic Computation, ACM, (1991).Google Scholar
- 10.P. Crouch, R. Grossman, and R. Larson, Trees, Bialgebras, and Intrinsic Numerical Integrators, (Laboratory for Advanced Computing Technical Report, # LAC90-R23). University of Illinois at Chicago, May, (1990).Google Scholar
- 11.R. de Vogelaere, Methods of Integration which Preserve the Contact Transformation Property of the Hamiltonian Equations, Department of Mathematics, University of Notre Dame Report Vol. 4.Google Scholar
- 12.A. Deprit, Canonical Transformations Depending upon a Small Parameter,Celestial Mechanics, Vol. 1, pp. 1–31, (1969).zbMATHGoogle Scholar
- 13.A. J. Dragt, and J. M. Finn, Lie Series and Invariant Functions for Analytic Symplectic Maps,J. Math. Physics, Vol. 17, pp. 2215–2227, (1976).zbMATHMathSciNetCrossRefGoogle Scholar
- 14.K. Feng, The Symplectic Methods for Computation of Hamiltonian Systems,Springer Lecture Notes in Numerical Methods for P.D.E.'s, (1987).Google Scholar
- 15.C. W. Gear, Simultaneous numerical solution of differential-algebraic equations,IEEE Transactions on Circuit Theory, Vol. 18, pp. 89–95, (1971).CrossRefGoogle Scholar
- 16.Ge-Zhong, and J. Marsden, Lie-Poisson Hamiltonian-Jacobi Theory and Lie-Poisson Integrations,Phys. Lett. A., Vol. 133, pp. 134–139, (1988).MathSciNetCrossRefGoogle Scholar
- 17.R. Grossman, and R. Larson, The Symbolic Computation of Derivations Using Labeled Trees,J. Sympolic Computation, to appear.Google Scholar
- 18.E. Hairer, C. Lubich, and M. Roche,The Numerical Solution of Differential-Algebraic Systems by Runge-Kutta Methods, Springer-Verlag, Berlin, (1989).zbMATHGoogle Scholar
- 19.E. Hairer, S. P. Norsett, and G. Wanner,Solving Ordinary Differential Equations I: Nonstiff Problems, Springer-Verlag, Berlin, (1987).zbMATHGoogle Scholar
- 20.E. Isaacson, and H. B. Keller,Analysis of Numerical Methods, Wiley, (1966).Google Scholar
- 21.A. J. Krener and R. Hermann, “Nonlinear Observability and Controllability,” IEEETransactions on Automatic Control A.C.-22, pp. 728–740, (1977).Google Scholar
- 22.G. Meyer, On the Use of Euler's Theorem on Rotations for the Synthesis of Attitude Control Systems, (NASA Technical Note, NASA TN.D-3643). Ames Research Center, Moffet Field, California, (1966).Google Scholar
- 23.L. R. Petzold, Order Results for Implicit Runge-Kutta Methods Applied to Differential/Algebraic Systems,SIAM Journal of Numerical Analysis, Vol. 23, pp. 837–852, (1986).zbMATHMathSciNetCrossRefGoogle Scholar
- 24.W. C. Rheinboldt, Differential-Algebraic Systems as Differential Equations on Manifolds,Mathematics of Computation, Vol. 43, pp. 473–482, (1984).zbMATHMathSciNetCrossRefGoogle Scholar
- 25.R. Ruth, A Canonical Integration Technique,IEEE Transactions on Nuclear Science, Vol. 30, p. 2669, (1983).CrossRefGoogle Scholar
- 26.J. M. Sanz-Serra, Runge-Kutta Schemes for Hamiltonian Systems,Bit, Vol. 28, pp. 877–883, (1988).MathSciNetCrossRefGoogle Scholar
- 27.C. Scovel, Symplectic Numerical Integration of Hamiltonian Systems,Proceedings of the MSRI Workshop on the Geometry of Hamiltonian Systems, to appear.Google Scholar
- 28.F. Silva Leite, and J. Vitoria, Generalization of the De Moivre Formulas for Quaternions and Octonions,Estudos de Matematica in the Honour of Luis de Albequerque, Universidade de Coimbra, pp. 121–133, (1991).Google Scholar
- 29.F. Silva Leite, C. Simoes, and J. Vitoria, Hypercomplex Numbers and Rotations, Universidade Do Minho, 4–8, Vol. 3, pp. 636–643, (1987).MathSciNetGoogle Scholar
- 30.Dao-Liu Wang, “Symplectic Difference Schemes for Hamiltonian Systems on Poisson Manifolds,” Academia Senica, Computing Center, Beijing, China, (1988).Google Scholar