Skip to Main Content
Skip Nav Destination
ASME Press Select Proceedings

Intelligent Engineering Systems through Artificial Neural Networks

Editor
Cihan H. Dagli
Cihan H. Dagli
Search for other works by this author on:
K. Mark Bryden
K. Mark Bryden
Search for other works by this author on:
Steven M. Corns
Steven M. Corns
Search for other works by this author on:
Mitsuo Gen
Mitsuo Gen
Search for other works by this author on:
Kagan Tumer
Kagan Tumer
Search for other works by this author on:
Gürsel Süer
Gürsel Süer
Search for other works by this author on:
ISBN:
9780791802953
No. of Pages:
636
Publisher:
ASME Press
Publication date:
2009

In this paper, we develop algorithms for calculation of fractal measures and characteristic exponents for modeling of a complex systems evolution represented through digitized chaotic signals. Using temporal localization along phase trajectories of a chaotic attractor reconstructed from nonlinear time series, we achieve the essential reduction of required computer resources that allows the nonlinear analysis algorithms to be realized even for higher-dimensional cases. The numerical simulations confirm reliability of the developed algorithms and its high efficiency.

This content is only available via PDF.
You do not currently have access to this chapter.
Close Modal

or Create an Account

Close Modal
Close Modal