Nonlinear Dynamics as a Part of Soft Computing Systems: Novel Approach to Design of Data Mining Systems

摘要

In this article we will present the main steps of a new approach to design of Data Mining systems as well as its strengths and limitation. We will discuss how the structure of Soft Computing systems is formed through an incoming data in nonlinear dynamic systems. We will also give an example of the use of a chaotic dynamic system to solve a clustering problem under uncertainty (no a priori information about topology and number of clusters).