Electronic Proceedings in Theoretical Computer Science (Aug 2012)
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.