Abstract
Differential Algebra techniques have been used extensively in the past decade to treat various problems in astrodynamics. In this paper we review the Differential Algebra technique and present four different views of the method. We begin with the introduction of the mathematical definition of the technique as a particular algebra of polynomials. We then give an interpretation of the computer implementation of the method as a way to represent function spaces on a computer, which naturally leads to a view of the method as an automatic differentiation technique. We then proceed to the set theoretical view of Differential Algebra for representing sets of points efficiently on a computer, which is of particular value in astrodynamics. After this introduction to the well known classical DA techniques, we introduce the concept of a DA manifold and show how they naturally arise as an extension of classical DA set propagation. A manifold propagator that allows the accurate propagation of large sets of initial conditions by means of automatic domain splitting (ADS) is described. Its function is illustrated by applying it to the propagation of a set of initial conditions in the two-body problem.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Alessi, E.M., Farres, A., Vieiro, A., Jorba, À., Simó, C.: Jet transport and applications to neos. In: Proceedings of the 1st IAA Planetary Defense Conference, Granada (2009)
Armellin, R., Di Lizia, P., Bernelli-Zazzera, F., Berz, M.: Asteroid close encounters characterization using diffferential algebra: the case of apophis. Celest. Mech. Dyn. Astron. 107 (4), 451–470 (2010)
Berz, M.: The method of power series tracking for the mathematical description of beam dynamics. Nucl. Instrum. Methods A258 (3), 431–436 (1987)
Berz, M.: Modern Map Methods in Particle Beam Physics. Academic, New York (1999)
Bignon, E., Pinède, R., Azzopardi, V., Mercier, P.: Jack: an accurat numerical orbit propagator using taylor differential algebra. In: Presentation at KePASSA Workshop, Logroño, 23–25 April 2014
Di Lizia, P., Armellin, R., Lavagna, M.: Application of high order expansions of two-point boundary value problems to astrodynamics. Celest. Mech. Dyn. Astron. 102, 355–375 (2008)
Di Lizia, P., Armellin, R., Zazzera, F.B., Jagasia, R., Makino, K., Berz, M.: Validated integration of solar system dynamics. In: Proceedings of the 1st IAA Planetary Defense Conference, Granada (2009)
Lee, J.: Manifolds and Differential Geometry. Graduate Studies in Mathematics, vol. 107. American Mathematical Society, Providence (2009)
Makino, K.: Rigorous analysis of nonlinear motion in particle accelerators. PhD thesis, Michigan State University (1998)
Makino, K., Berz, M.: Cosy infinity version 9. Nuclear Instrum. Methods A558, 346–350 (2005)
Topputo, F., Zhang, R., Zazzera, F.B.: Numerical approximation of invariant manifolds in the restricted three-body problem. In: Proceedings of the 64th International Astronautical Congress. International Astronautical Federation, Paris (2013). IAC-13,C1,9,11,x18153
Valli, M., Armellin, R., Di Lizia, P., Lavagna, M.R.: Nonlinear mapping of uncertainties in celestial mechanics. J. Guid. Control Dyn. 36 (1), 48–63 (2013)
Wittig, A., Di Lizia, P., Armellin, R., Makino, K., Bernelli-Zazzera, F., Berz, M.: Propagation of large uncertainty sets in orbital dynamics by automatic domain splitting. Celest. Mech. Dyn. Astron. 122 (3), 239–261 (2015)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Wittig, A. (2016). An Introduction to Differential Algebra and the Differential Algebra Manifold Representation. In: Gómez, G., Masdemont, J. (eds) Astrodynamics Network AstroNet-II. Astrophysics and Space Science Proceedings, vol 44. Springer, Cham. https://doi.org/10.1007/978-3-319-23986-6_20
Download citation
DOI: https://doi.org/10.1007/978-3-319-23986-6_20
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-23984-2
Online ISBN: 978-3-319-23986-6
eBook Packages: Physics and AstronomyPhysics and Astronomy (R0)