Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


INFORMATIK 2008 Beherrschbare Systeme - dank Informatik Band 2 P-134, 739-746 (2008).

Gesellschaft für Informatik, Bonn
2008


Editors

Heinz-Gerd Hegering (ed.), Axel Lehmann (ed.), Hans Jürgen Ohlbach (ed.), Christian Scheideler (ed.)


Copyright © Gesellschaft für Informatik, Bonn

Contents

Towards an automated detection of self-organizing behavior

Wolfgang Trumler and Mike Gerdes

Abstract


In this paper we present an entropy based method to analyze complex systems. Systems are treated as black boxes, which only expose information by some specified parameters. To decide whether a system shows self-organizing behavior in terms of the specified parameters, the calculated entropy values are preprocessed using low-pass filters. The time derivative of the smoothed entropy curve is used to analyze the short-term behavior of the system. A larger filter is used for the analysis of the long-term behavior. Different evaluations show that in principle self-organizing behavior can be recognized with our approach.


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Gesellschaft für Informatik, Bonn
ISBN 978-3-88579-228-4


Last changed 04.10.2013 18:18:43