A probabilistic framework for understanding nonlinear dynamical systems in the Hilbert space
A probabilistic framework for understanding nonlinear dynamical systems in the Hilbert space
This paper deals with the probabilistic description of a general a priori unknown linear/nonlinear dynamical physical system in an observer related coordinate system. The example of a point mass interacting with its environment and the corresponding relationship to the description of an observer are used as motivation. A probabilistic formulation follows, leading to a continuity equation for probability distributions over time. The last section then demonstrates how probability densities of the spatial coordinates of the point mass may be decomposed into functions which lead to probability distributions of the velocity of the point mass.
Schilhabel, T.E.
616a5112-bbe1-4d55-a6f3-2a70f6dfc011
Harris, C.J.
c4fd3763-7b3f-4db1-9ca3-5501080f797a
September 1997
Schilhabel, T.E.
616a5112-bbe1-4d55-a6f3-2a70f6dfc011
Harris, C.J.
c4fd3763-7b3f-4db1-9ca3-5501080f797a
Schilhabel, T.E. and Harris, C.J.
(1997)
A probabilistic framework for understanding nonlinear dynamical systems in the Hilbert space.
Proceedings of the 12th International Conference on Systems Engineering ICSE'97.
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Abstract
This paper deals with the probabilistic description of a general a priori unknown linear/nonlinear dynamical physical system in an observer related coordinate system. The example of a point mass interacting with its environment and the corresponding relationship to the description of an observer are used as motivation. A probabilistic formulation follows, leading to a continuity equation for probability distributions over time. The last section then demonstrates how probability densities of the spatial coordinates of the point mass may be decomposed into functions which lead to probability distributions of the velocity of the point mass.
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Published date: September 1997
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Organisation: Coventry University
Venue - Dates:
Proceedings of the 12th International Conference on Systems Engineering ICSE'97, 1997-08-31
Organisations:
Southampton Wireless Group
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Local EPrints ID: 250006
URI: http://eprints.soton.ac.uk/id/eprint/250006
PURE UUID: 22d3bd0f-048d-41af-9524-417ab6a634d5
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Date deposited: 04 May 1999
Last modified: 10 Dec 2021 20:06
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Contributors
Author:
T.E. Schilhabel
Author:
C.J. Harris
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