Generalized linearization in nonlinear modeling of data
arXiv:cs/9907020
Abstract
The principal innovative idea in this paper is to transform the original complex nonlinear modeling problem into a combination of linear problem and very simple nonlinear problems. The key step is the generalized linearization of nonlinear terms. This paper only presents the introductory strategy of this methodology. The practical numerical experiments will be provided subsequently.
This modified version of the original paper corrected two crucial errors in Eqs. (1) and (3). The interested readers may contact the author in [email protected] or [email protected]