Abstract
Since the introduction of strong anticipation by D. Dubois, numerous investigations of concrete systems have been proposed. In this chapter, new examples of discrete dynamical systems with anticipation are considered. The mathematical formulation of problems, possible analytical formulas for solutions, and numerical examples of possible solutions are proposed. One of the most interesting properties in such systems is the possible multivaluedness of the solutions. This can be considered from the point of view of dynamical chaos and complex behavior. We present examples of periodic and complex solutions, properties of attractors, and possible applications in self-organization. The main peculiarity is the strong anticipation property. General new possibilities include the possible multivaluedness of the dynamics of automata. Possible interpretations of such behavior of cellular automata are discussed. Further prospects for development of automata theory and hypercomputation are proposed.
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 subscriptionsReferences
Abrams, D., Strogatz, S.: Chimera states for coupled oscillators. Phys. Rev. Lett. 93, 174102–174105 (2004)
Dubois, D.M. (ed.): Int. J. Comput. Anticip. Syst. 26 (2014). www.sia.hec.ulg.ac.be/CASYSIJCAS-VOLUME-26-TOC.pdf
Danilenko, V., Danevich, T., Makarenko, A., Skurativskyi, S., Vladimirov, V.: Self-organization in Nonlocal Non-equilibrium Media. Kyiv, Subbotin S.I. Institute of Geophysics, NAS of Ukraine (2011)
Dubois, D.: Generation of fractals from incursive automata, digital diffusion and wave equation systems. BioSystems 43, 97–114 (1997)
Dubois, D.: Incursive and hyperincursive systems, fractal machine and anticipatory logic. In: Dubois, D. (ed.) AIP Conference Proceedings, vol. 573, pp. 437–451 (2001)
Dubois, D.: Natural and Artificial intelligence, language, consciousness, emotions and anticipation. In: Dubois, D. (ed.) AIP Conference Proceedings, vol. 1303, pp. 236–245 (2010)
Ilachinski, A.: Cellular Automata. A Discrete Universe. World Scientific Publishing, Singapore (2001)
Krushinskiy, D., Makarenko A.: Cellular automata with anticipation. examples and presumable applications. In: Dubois, D. (ed.) AIP Conference Proceedings, vol. 1303, pp. 246–254 (2010)
Lazarenko, S., Makarenko, A.: Investigation of complex multivalued solutions in discrete dynamical systems with anticipation. In: Abstracts Book of 10th International Conference CASYS 2011, Liege, Belgium, August 2011, p. 1 (2011)
Makarenko, A.: Anticipating in modeling of large social systems - neuronets with internal structure and multivaluedness. Int. J. Comput. Anticip. Syst. 13, 77–92 (2002)
Makarenko, A.: Some distributed systems with anticipation. Int. J. Comput. Anticip. Syst. 24, 21–32 (2010)
Makarenko, A.: Neural networks with anticipation and some problems of complexity theory. In: Proceedings of International Conference on Complex Systems: Synergy of Control, Communications and Computing – COSY 2011, Ohrid, Macedonia, pp. 257–262 (2011)
Makarenko, A.: Possible effects of anticipation role in neurophysiology and thinking (short abstracts). In: Proceedings of the XVI International Conference On Neurocybernetics (ICNC–12), 24-28 September 2012, Rostov-on-Don, p. 3 (in Russian)
Makarenko, A.: On some model construction with ambigiuty and simulation of probability laws. 1. Elementary examples and posing of problems. Analysis, models and control 1, Book of papers. ESC “IASA” NTUU “KPI”, Kyiv, pp. 54–72 (2013) (in Russian)
Makarenko, A., Stashenko, A.: Some two- steps discrete-time anticipatory models with ‘boiling’ multivaluedness. In: Dubois, D. (ed.) AIP Conference Proceedings, vol. 839, pp. 265–272 (2006)
Makarenko, A., Goldengorin, B., Krushinsky, D.: Game ‘life’ with anticipatory property. In: Umeo, H. et al (eds.) Proceedings of the International Conference ACRI’08. LNCS, vol. 5191, pp. 77–82 (2008)
Rosen R.: Anticipatory Systems. 2nd edn. Springer, Berlin (2012)
Scharkovski, A., Maystrenko, Yu., Romanenko, E.: Difference Equations and their Applications. Kluwer, Dordrecht (1993)
Wolfram, S.: New Kind of Science. Wolfram Media Inc., USA (2002)
Acknowledgements
The author would like to express his appreciation to D. Krusinsky, Yu. Yatsuk, V. Biliuga, A. Stashenko, and S. Lazarenko for computer realizations of models and to V. Statkevich for assistance in preparing the text of this chapter.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Makarenko, A. (2018). Multivaluedness Aspects in Self-Organization, Complexity and Computations Investigations by Strong Anticipation. In: Kyamakya, K., Mathis, W., Stoop, R., Chedjou, J., Li, Z. (eds) Recent Advances in Nonlinear Dynamics and Synchronization. Studies in Systems, Decision and Control, vol 109. Springer, Cham. https://doi.org/10.1007/978-3-319-58996-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-58996-1_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-58995-4
Online ISBN: 978-3-319-58996-1
eBook Packages: EngineeringEngineering (R0)