State Maps from Integration by Parts
Authors
Arjan van der Schaft, Paolo Rapisarda
Abstract
We develop a new approach to the construction of state vectors for linear time-invariant systems described by higher-order differential equations. The basic observation is that the concatenation of two solutions of higher-order differential equations results in another (weak) solution once their remainder terms resulting from (repeated) integration by parts match. These remainder terms can be computed in a simple and efficient manner by making use of the calculus of bilinear differential forms and two-variable polynomial matrices. Factorization of the resulting two-variable polynomial matrix defines a state map, as well as a state map for the adjoint system. Minimality of these state maps is characterized. The theory is applied to three classes of systems with additional structure, namely self-adjoint Hamiltonian, conservative port-Hamiltonian, and time-reversible systems. For the first two classes it is shown how the factorization leading to a (minimal) state map is equivalent to the factorization of another two-variable polynomial matrix, which is immediately derived from the external system characterization, and defines a symplectic, respectively, symmetric, bilinear form on the minimal state space.
Citation
- Journal: SIAM Journal on Control and Optimization
- Year: 2011
- Volume: 49
- Issue: 6
- Pages: 2415–2439
- Publisher: Society for Industrial & Applied Mathematics (SIAM)
- DOI: 10.1137/100806825
BibTeX
@article{van_der_Schaft_2011,
title={{State Maps from Integration by Parts}},
volume={49},
ISSN={1095-7138},
DOI={10.1137/100806825},
number={6},
journal={SIAM Journal on Control and Optimization},
publisher={Society for Industrial & Applied Mathematics (SIAM)},
author={van der Schaft, Arjan and Rapisarda, Paolo},
year={2011},
pages={2415--2439}
}References
- Anderson, B. & Jury, E. Generalized Bezoutian and Sylvester matrices in multivariable linear control. IEEE Transactions on Automatic Control vol. 21 551–556 (1976) – 10.1109/tac.1976.1101263
- R. W. Brockett, Control theory and analytical mechanics , in The 1976 Ames Research Center (NASA) Conference on the Geometric Theory of Nonlinear Waves (Moffett Field, CA, June 16–23, 1976), Lie Groups: History, Frontiers and Appl. VII, R. Hermann, ed., Math. Sci. Press, Brookline, MA, 1977, pp. 1–48.
- R. W. Brockett, Path integrals, Lyapunov functions, and quadratic minimization , in Proceedings of the 4th Allerton Conference on Circuit and System Theory, University of Illinois, Monticello, IL, 1966, pp. 685–698.
- R. W. Brockett, Finite Dimensional Linear Systems , John Wiley & Sons, New York, 1970.
- Brockett RW, Rahimi A (1972) LIE ALGEBRAS AND LINEAR DIFFERENTIAL EQUATIONS. In: Ordinary Differential Equations. Elsevier, pp 379–386 – 10.1016/b978-0-12-743650-0.50036-8
- Crouch PE, van der Schaft AJ (eds) (1987) Variational and Hamiltonian Control Systems. Springer Berlin Heidelberg, Berlin, Heidelberg – 10.1007/bfb0042858
- Dalsmo, M. & van der Schaft, A. On Representations and Integrability of Mathematical Structures in Energy-Conserving Physical Systems. SIAM Journal on Control and Optimization vol. 37 54–91 (1998) – 10.1137/s0363012996312039
- Fagnani F., J. Math. Systems Estim. Control (1991)
- Fuhrmann, P. A., Rapisarda, P. & Yamamoto, Y. On the state of behaviors. Linear Algebra and its Applications vol. 424 570–614 (2007) – 10.1016/j.laa.2007.02.028
- E. L. Ince, Ordinary Differential Equations , Dover Publications, New York, 1956. (First edition published in 1926 by Longmans, Green and Co., London.)
- T. Kailath, Linear Systems , Prentice-Hall, Englewood Cliffs, NJ, 1980.
- B. Maschke and A. J. van der Schaft, Port-controlled Hamiltonian systems: Modelling origins and system theoretic properties , in Proceedings of the 2nd IFAC Symposium on Nonlinear Control Systems Design (NOLCOS 92), Bordeaux, France, M. Fliess, ed., Pergamon Press, Oxford, UK, 1992, pp. 282–288.
- J. W. Nieuwenhuis and J. C. Willems, Duality for linear time invariant finite dimensional systems , in Analysis and Optimization of Systems, A. Bensoussan and J. L. Lions, eds., Lecture Notes in Control and Inform. Sci. 111, Springer, Berlin, 1988, pp. 13–21.
- J. W. Polderman and J. C. Willems, Introduction to Mathematical System Theory: A Behavioral Approach , Springer-Verlag, Berlin, 1997.
- P. Rapisarda and A. J. van der Schaft, State maps from bilinear differential forms , in Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS, July 5–9, 2010), MTA SZTAKI (Computer and Automation Research Institute, Hungarian Academy of Sciences), Budapest, Hungary, 2010, pp. 685–689.
- Rapisarda, P. & Trentelman, H. L. Linear Hamiltonian Behaviors and Bilinear Differential Forms. SIAM Journal on Control and Optimization vol. 43 769–791 (2004) – 10.1137/s0363012902414664
- Rapisarda, P. & Willems, J. C. State Maps for Linear Systems. SIAM Journal on Control and Optimization vol. 35 1053–1091 (1997) – 10.1137/s0363012994268412
- van der Schaft, A. Time-reversible Hamiltonian systems. Systems & Control Letters vol. 1 295–300 (1982) – 10.1016/s0167-6911(82)80026-1
- A. J. van der Schaft, System Theoretic Description of Physical Systems , CWI Tract 3, Stichting Mathematisch Centrum, Centrum voor Wiskunde en Informatica, Amsterdam, 1984.
- van der Schaft AJ (1989) System theory and mechanics. In: Lecture Notes in Control and Information Sciences. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 426–452 – 10.1007/bfb0008472
- van der Schaft AJ (1991) Duality for Linear Systems: External and State Space Characterization of the Adjoint System. In: Analysis of Controlled Dynamical Systems. Birkhäuser Boston, Boston, MA, pp 393–403 – 10.1007/978-1-4612-3214-8_35
- van der Schaft AJ (1999) Representing a nonlinear input-output differential equation as an input-state-output system. In: Communications and Control Engineering. Springer London, London, pp 239–243 – 10.1007/978-1-4471-0807-8_45
- van der Schaft A. J., Archiv für Elektronik und Übertragungstechnik (1995)
- van der Schaft AJ, Polyuga RV (2009) Structure-preserving model reduction of complex physical systems. In: Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference. IEEE, pp 4322–4327 – 10.1109/cdc.2009.5399669
- Schaft AJ van der, Rapisarda P (2011) From External to Internal System Decompositions. IFAC Proceedings Volumes 44(1):3316–3320. https://doi.org/10.3182/20110828-6-it-1002.00400 – 10.3182/20110828-6-it-1002.00400
- Willems JC (1978) Time Reversibility in Deterministic and Stochastic Dynamical Systems. In: Lecture Notes in Economics and Mathematical Systems. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 318–326 – 10.1007/978-3-642-45509-4_23
- Willems, J. C. & Trentelman, H. L. On Quadratic Differential Forms. SIAM Journal on Control and Optimization vol. 36 1703–1749 (1998) – 10.1137/s0363012996303062