Function transformation: a first step towards ill-defined system modelling

Up to now, in modelling ill-defined systems a major effort was aimed at parameter estimation. Several refined algorithms were introduced to find a parameter set as optimal as possible, optimal in error reducing performance, optimal in noise sensitivity, even with on-line capabilities. However, they all lack the same fundamental notion of finding first structural information.