A subsystems approach for parameter estimation of ODE models of hybrid systems
Abstract
We present a new method for parameter identification of ODE system descriptions based on data measurements. Our method works by splitting the system into a number of subsystems and working on each of them separately, thereby being easily parallelisable, and can also deal with noise in the observations.
- Publication:
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arXiv e-prints
- Pub Date:
- August 2012
- DOI:
- 10.48550/arXiv.1208.3850
- arXiv:
- arXiv:1208.3850
- Bibcode:
- 2012arXiv1208.3850G
- Keywords:
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- Computer Science - Computational Engineering;
- Finance;
- and Science;
- Quantitative Biology - Quantitative Methods
- E-Print:
- In Proceedings HSB 2012, arXiv:1208.3151