Abstract
We propose a formalized approach for the characterization of the phenomenon of emergence, based on information-theoretic criteria. The proposed mechanism of description fits in well with existing approaches for the characterization of complex systems and also has ramifications towards existing algebraic models for coordinatizations of complex systems.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
Bibliography
C. Adami. Introduction to Artificial Life. Springer, 1998.
C. Adami, C. Ofria, and T. C. Collier. Evolution of biological complexity. Proc. Natl Acad. Sci. USA, 97:4463–4468, 2000.
J. F. Adams. Lectures on Lie Groups. W. A. Benjamin, Inc., New York, Amsterdam, 1969.
Y. Bar-Yam. Dynamics of Complex Systems. Addison-Wesley, 1997.
M. Born and K. Huang. Dynamical Theory of Crystal Lattices. Clarendon Press, Oxford, England, 1954.
T. M. Cover and J. A. Thomas. Elements of Information Theory. Wiley, New York. 1991.
J. P. Crutchfield. The calculi of emergence: Computation, dynamics, and induction. Physica D, pages 11–54, 1994.
G. Deco and B. Schürmann. Information Dynamics: Foundations and Applications. Springer, 2001.
R. Der. Selforganized robot behavior from the principle of homeokinesis. In H.-M. Gro, K. Debes, and H.-J. Bhme, editors, Proc. Workhop SOAVE’ 2000 (Selbstorganisation von adaptivem Verhalten), volume 643 of Fortschritt-Berichte VDI, Reihe 10, pages 39–46, Ilmenau, 2000. VDI Verlag.
H. Haken. Advanced synergetics. Springer-Verlag, Berlin, 1983.
H. Haken. Information and Self-Organization. Springer Series in Synergetics. Springer, 2000.
I. Harvey. The 3 es of artificial life: Emergence, embodiment and evolution. Invited talk at Artificial Life VII. 1.-6. August, Portland, August 2000.
A. S. Klyubin, D. Polani, and C. L. Nehaniv. Organization of the information flow in the perception-action loop of evolved agents. Technical Report 400, Department of Computer Science, Faculty of Engineering and Information Sciences, University of Hertfordshire, 2004. Accepted to Evolvable Hardware.
A. I. Mees. Dynamics of feedback systems. John Wiley & sons, Ltd., 1981.
C. L. Nehaniv. Algebraic models for understanding: Coordinate systems and cognitive empowerment. In B. G. J. P. Marsh, C. L. Nehaniv, editor. Proceedings of the Second International Conference on Cognitive Technology: Humanizing the Information Age. pages 147–162. IEEE Computer Society Press, 1997.
T. Nomura. Formal descriptions of autopoiesis based on the theory of category. In J. Kelemen and P. Sosik, editors, Advances in Artificial Life (Proc. 6th European Conference on Artificial Life, Prague, September 10-14, 2001), LNCS, pages 700–703. Springer, 2001.
A. Penn. Steps towards a quantitative analysis of individuality and its maintenance: A case study with multi-agent systems. In D. Polani, J. Kim, and T. Martinetz, editors, Fifth German Workshop on Artificial Life, March 18-20, 2002, Lübeck, Germany. IOS Press Infix, Aka, 2002.
S. Rasmussen, N. Baas, B. Mayer, M. Nilsson, and M. W. Olesen. Ansatz for dynamical hierarchies. Artificial Life, 7:329–353, 2001.
E. M. A. Ronald, M. Sipper, and M. S. Capcarrère. Design, observation, surprise! a test of emergence. Artificial Life Journal, 5(3):225–239, 1999.
W. Rudin. Fourier Analysis on Groups. Wiley, New York, 1990.
N. Slonim, N. Friedman, and T. Tishby. Agglomerative multivariate information bottleneck. In Neural Information Processing Systems (NIPS 01), 2001.
H. Touchette and S. Lloyd. Information-theoretic limits of control. Phys. Rev. Lett., 84:1156, 2000.
S. Winter. Zerlegung von gekoppelten Dynamischen Systemen (Decomposition of Coupled Dynamical Systems. Diploma thesis, Johannes Gutenberg-Universität Mainz, 1996. (In German).
D. H. Wolpert and W. G. Macready. Self-dissimilarity: An empirically observable complexity measure. In Y. Bar-Yam, editor, Proc. of the International Conference on Complex Systems, Nashua, NH, 21-26 Sept, 1997. NECSL 1997.
M. Wimstel, D. Polani, T. Uthmann, and J. Perl. Behavior classification with self-organizing maps. In P. Stone, T. Balch, and G. Kraetzschmar, editors, RoboCup-2000: Robot Soccer World Cup IV. pages 108–118. Springer Verlag, Berlin, 2001. Winner of the RoboCup 2000 Scientific Challenge Award.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Polani, D. (2011). Defining Emergent Descriptions by Information Preservation. In: Minai, A.A., Braha, D., Bar-Yam, Y. (eds) Unifying Themes in Complex Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17635-7_34
Download citation
DOI: https://doi.org/10.1007/978-3-642-17635-7_34
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-17634-0
Online ISBN: 978-3-642-17635-7
eBook Packages: Physics and AstronomyPhysics and Astronomy (R0)