The nonlinear large-signal scattering parameters, which are based on the black box model
in frequency-domain, are used to describe the characteristics of nonlinear devices or circuits .
Clearly, the 6-parameter model can not capture the cytotoxicity of As (III), and its performance is worse than that of the black box model
shown in Figure 5.
There was very little difference between the results for the open box model and the black box model
. This was considered to be a good sign since it indicates that mass and momentum decoupling required black box programming is not necessarily required to produce good modeling results.
So, a black box model
is again an appropriate choice for predicting TTL for an individual subject.
Black box models
are created automatically from data that relate some system characteristics with the variable we want to estimate.
Since many real systems are complex and we do not know the exact relations among their components, black box models
have increasingly been of interest in modeling.
The predictive models can be divided into two main groups (Smith, 2003): white box models and black box models
. The white box modelling is established on a prior knowledge of mathematic description of basic physical rules of controlled process.