Information and Signal Processing

Soft computing based on nonlinear dynamic systems: possible foundation of new data mining systems

E. N. Benderskaya

St. Petersburg State Polytechnical University

Abstract: The article describes how the structure of AI systems is formed through an incoming image in nonlinear dynamic systems. The main steps of a new approach to solve the problem of image recognition, as well as its strengths and limitation are presented. An example of the use of a chaotic dynamic system to solve a clustering problem is shown.

Keywords: soft computing, nonlinear dynamic system, ai, chaotic dynamics, image recognition, pattern recognition, Turing machine.

UDC: 004.383.8,004.85=111

Language: English