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What is Nonlinear Parameter Estimation Method about?

1. The document introduces a simple method for nonlinear parameter estimation of dynamical systems based on comparing the structural differences between target and model attractors. 2. The attractors are coarse-grained by defining distributions on a grid in phase space. Histograms are derived and compared using least squares or Poisson distribution. 3. The method is demonstrated by estimating parameters of the Hénon map and Rössler system, with the target parameters set to known values to judge estimati

Author

Frontiers

Language

EN