Sentence examples for models are nonlinear from inspiring English sources

In this context, it is typical that the considered models are nonlinear (due to the nonlinearity of the behavior of the modeled systems), have many parameters (are of high dimensionality), the measurements are imperfect (due to measurement noise), the system can be only partially observed (leading to incomplete or misinterpreted measurements).

As the orbit dynamics and geomagnetic filed models are nonlinear, the UKF which is capable of addressing nonlinearities is adopted.

These models and the original fleet-level selective maintenance optimization models are nonlinear.

In most cases, AUV models are nonlinear and affine in control, especially without modeling rudders and fins.

Since the obtained yaw dynamic models are nonlinear, a constrained nonlinear optimization problem is formulated for the parameter estimation.

First-principle models are nonlinear DAE sub-system models, but they use non-local measurable variables to describe the mutual relation (interconnection) between component and the AC grid, and thus they are not suitable for designing decentralized controllers.

An appropriate statistical procedure for determining the parameters of the resulting models is nonlinear least squares.

The relation between the NO2 levels estimated by means of the two models is nonlinear.

The equations for the proposed model are nonlinear equations in which the displacements and currents are coupled.

This problem arises from the fact that some of the stochastic processes involved in the multiple object tracking model are nonlinear or/and non-Gaussian [29].

Gradient and pseudo-inverse learning methods are inapplicable because the functions in the proposed model are nonlinear and cannot be differentiated as a result of the feedback loop.