Port-Hamiltonian formulation of simple macro-economic systems
Authors
Abstract
This paper aims at extending the port-Hamiltonian formalism to a simple class of macro-economic systems. As in physical modelling, for these systems, the dynamics is the result of the interaction between a limited set of “atomic components,” such as inventories, (re)investments, suppliers and demand. Once flow, effort, and “power” (i.e., the cash flow) have been defined, the behaviour of these simple elements is provided, and their interconnection is described in terms of a Dirac structure, whose power conservation property is recognised as the equivalent of the law of good bookkeeping, i.e. the Walras’s Law, in economy. Then, port-Hamiltonian and Brayton-Moser descriptions of the system dynamics is obtained by port interconnection, as usually done in case of physical systems. Some example are provided to explain not only the potentialities, but also the limitations of the proposed approach.
Citation
- Journal: 52nd IEEE Conference on Decision and Control
- Year: 2013
- Volume:
- Issue:
- Pages: 3888–3893
- Publisher: IEEE
- DOI: 10.1109/cdc.2013.6760483
BibTeX
@inproceedings{Macchelli_2013,
title={{Port-Hamiltonian formulation of simple macro-economic systems}},
DOI={10.1109/cdc.2013.6760483},
booktitle={{52nd IEEE Conference on Decision and Control}},
publisher={IEEE},
author={Macchelli, Alessandro},
year={2013},
pages={3888--3893}
}
References
- Russell, T. Symplectic geometry: The natural geometry of economics? Economics Letters 112, 236–238 (2011) – 10.1016/j.econlet.2011.05.001
- Wyatt, J. L. & Chua, L. O. A theory of nonenergic N‐ports. Circuit Theory & Apps 5, 181–208 (1977) – 10.1002/cta.4490050210
- franksen, Basic concepts in engineering and economics. Physical Structure in Systems Theory Network Approaches to Engineering and Economics (1974)
- ramirez, Irreversible port Hamiltonian systems. Lagrangian and Hamiltonian Methods for Nonlinear Control (LHMNLC 2012) Proceedings of the 4th IFAC Workshop on (2012)
- eberard, Conservative systems with ports on contact manifolds. IFAC World Congress Proceeding of the 16th (2005)
- Eberard, D., Maschke, B. M. & van der Schaft, A. J. Port contact systems for irreversible thermodynamical systems. Proceedings of the 44th IEEE Conference on Decision and Control 5977–5982 doi:10.1109/cdc.2005.1583118 – 10.1109/cdc.2005.1583118
- Brayton, R. K. & Moser, J. K. A theory of nonlinear networks. I. Quart. Appl. Math. 22, 1–33 (1964) – 10.1090/qam/169746
- Ortega, R., Jeltsema, D. & Scherpen, J. M. A. Power shaping: A new paradigm for stabilization of nonlinear RLC circuits. IEEE Trans. Automat. Contr. 48, 1762–1767 (2003) – 10.1109/tac.2003.817918
- paynter, Analysis and Design of Engineering Systems (1961)
- Duindam, V., Macchelli, A., Stramigioli, S. & Bruyninckx, H. Modeling and Control of Complex Physical Systems. (Springer Berlin Heidelberg, 2009). doi:10.1007/978-3-642-03196-0 – 10.1007/978-3-642-03196-0
- maschke, Port controlled Hamiltonian systems: Modeling origins and system theoretic properties. Nonlinear Control Systems (NOLCOS 1992) Proceedings of the 3rd IFAC Symposium on (1992)
- Brewer, J. W. Progress in the bond graph representations of economics and population dynamics. Journal of the Franklin Institute 328, 675–696 (1991) – 10.1016/0016-0032(91)90048-8
- sterman, Business Dynamics Systems Thinking and Modeling for a Complex World (2000)
- Forrester, J. W. Counterintuitive behavior of social systems. Theor Decis 2, 109–140 (1971) – 10.1007/bf00148991
- Putting energy back in control. IEEE Control Syst. 21, 18–33 (2001) – 10.1109/37.915398
- Dalsmo, M. & van der Schaft, A. On Representations and Integrability of Mathematical Structures in Energy-Conserving Physical Systems. SIAM J. Control Optim. 37, 54–91 (1998) – 10.1137/s0363012996312039
- Brewer, J. W. & Craig, P. P. Bilinear, dynamic single-ports and bond graphs of economic systems. Journal of the Franklin Institute 313, 185–196 (1982) – 10.1016/0016-0032(82)90085-0
- Structure and Cause and Effect Relations in Social System Simulations. IEEE Trans. Syst., Man, Cybern. 7, 468–474 (1977) – 10.1109/tsmc.1977.4309745