RECONSTRUCTING THE PARAMETERS OF GEOFIELDS TAKING MEASUREMENT NOISE INTO ACCOUNT.PART II. TECHNIQUES FOR IDENTIFICATION,REGULARIZATION, AND SOFT COMPUTING

摘要

Various methods for reconstructing the parameters of geofields taking measurement noise into account are analyzed. Program packages for nonspecialists in the theory of programming are discussed. Recommendations are given regarding the correct choice of method and control parameters for approximating and modelling geofields. The advantages and disadvantages of these methods in different stages of the recovery of the parameters of geofields are examined. It is proposed that fuzzy neural networks be utilized in the early stage when the data are uncertain and limited.