Abstract
In this chapter are described some properties of emergent phenomena and situations that appear in natural complex systems. There are introduced three classes of unexpected situations and two of them belong to emergent situations. For the detecting possibility of appearance of emergent situation is used the indication of violation of structural invariant of the complex system. Here is used only one type of structural invariant—matroid and matroid bases. A simple calculus for the emergent situation appearance computation is introduced. The application of the presented approach and computation method is demonstrated by three simple emergent situations: the change of the strategy in swarm colony, traffic jam and floods.
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References
Reid, R.G.B.: Biological Emergences. Evolution by Natural Experiment. A Bradford Book. The MIT Press, Cambridge (2007)
Stewart, I.: Nature’s Numbers (The Unreal Reality of Mathematical Imagination). In: Brockman, J. (ed.) The Orion Publishing Group, Great Britain (1995)
Bila, J.: The detection of emergent situations by structural invariants. In: 14th International Conference on Soft Computing—Mendel 2011, pp. 534–539. Brno, June 2011
Bila, J., Gojda, S.: Monitoring emergent situations in complex systems with the Help of conceptual detection patterns. Int. Rev. Autom. Control 4, 855–866 (2011)
Bila, J., Pokorny, J., Jura, J., Bukovsky, I.: Qualitative modelling and monitoring of selected ecosystem functions. Ecol. Model. 222, 3640–3650 (2011)
Bila, J., Bukovsky, I.: Qualitative models for the landscape development monitoring. J. Commun. Comput. 9(6), 721–728 (2012)
Bila, J. and Pokorny, J.: Design of smart regions and landscapes, Invited paper. In: 30th cCAADe Conference, Prague (2012)
Abramovici, M., Breuer, M.A. and Friedman, A.D.: Digital System Testing and Testable Design, pp. 99–104. IEEE Press, New York (1995)
Chess, B.: Accounting for the unexpected: fault diagnosis out of the ivory tower. In: International Test Conference, pp. 1135–1142. D (1998)
Wang, H., Wu, Q.H.: Detect and diagnose unexpected changes in the output probability density function for dynamic stochastic system: an identification approach In: 14th World Congress of IFAC, vol. 17, pp. 217–222. Beijing (1999)
Yan, Z., Lam, J., Huijun, G.: Fault detection for fuzzy systems with intermittent measurements. IEEE Trans. Fuzzy Syst. 17, 398–410 (2008)
Atkins, E.M., Durfee, E.H. and Shin, K.G.: Expecting the unexpected: detecting and reacting to unplanned-for world states. In: 13th National Conference on Artificial Intelligence, p. 1377. Portland (1996)
Besnard, D. and Greathead, D.: A cognitive approach to safe violations. Cogn. Tech. Work 5, 272–282 (2003)
Mourão, H. and Antunes, P.: A collaborative framework for unexpected exception handling. In: 11th International Workshop CRIWG 2005, pp. 168–183. Brazil, September 2005
Reason, J.: Human Error. Cambridge University Press, Cambridge (1990)
Zelinka, I., Sanayei, A., Zenil, H., Rössler, O.E.: Emergence Complexity and Computation in Nature. Springer (2013)
Sanayei, A.: Complexity as a linguistic variable. Complex Syst. 20(3), 253–264 (2012)
Zelinka, I., Skanderova, L., Davendra, D.D. et al.: Controlling complexity, In: Numerical Analysis and Applied Mathematics—ICNAAM 2012, pp. 654–657. Kos, (2012)
Darley, V.: Emergent phenomena and compexity. In: Fourth International Workshop on the Synthesis and Simulation of Living Systems—Artificial Life IV, pp. 411–416. MIT Press, Cambridge (1996)
Ultsch, A.: Emergence in self organizing feature maps, In: 6th International Workshop on Self-Organizing Maps—WSOM 2007, 2007. http://bielcoll.ub.uni-bielefeld.de
Bila, J.: Algebras of transformations in the detection of unexpected situations of \({\rm UX}^{3}\) type. In: 13th International Conference on Soft Computing—Mendel 2010, pp. 495–501. Brno (2010)
Jumarie, G.: New results in relativistic information theory. Application to deterministic, stochastic and biological systems. Int. J. Syst. Sci. 7(4), 393–414 (1976)
Saaty, T.L.: Exploring the interface between hierarchies. Multiple objectives and fuzzy sets. Fuzzy Sets Syst. 1, 57–68 (1978)
Nagel, K., Rasmussen, S.: Traffic at the edge of chaos. In: 4th International Workshop on the Synthesis and Simulation of Living Systems, MIT (1994)
Acknowledgments
The development of this chapter has been supported by Research Grant SGS12/177/OHK2/3T/12. This support is very gratefully acknowledged.
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Bila, J. (2014). Emergent Phenomena in Natural Complex Systems. In: Sanayei, A., Zelinka, I., Rössler, O. (eds) ISCS 2013: Interdisciplinary Symposium on Complex Systems. Emergence, Complexity and Computation, vol 8. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-45438-7_9
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DOI: https://doi.org/10.1007/978-3-642-45438-7_9
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