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2014 | OriginalPaper | Buchkapitel

Random Domino Automaton: Modeling Macroscopic Properties by Means of Microscopic Rules

verfasst von : Mariusz Białecki, Zbigniew Czechowski

Erschienen in: Achievements, History and Challenges in Geophysics

Verlag: Springer International Publishing

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Abstract

A stochastic cellular automaton called Random Domino Automaton (RDA) was set up to model basic properties of earthquakes. This review presents definition of the automaton as well as investigates its properties in detail. It emphasizes transparent structures of the automaton and their relations to seismology, statistical physics and combinatorics. In particular, a role of RDA for modeling time series with Ito equation is emphasized.

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Literatur
Zurück zum Zitat Aigner M (2007) A course in enumeration. Graduate text in mathematics, vol 238. Springer, Berlin Aigner M (2007) A course in enumeration. Graduate text in mathematics, vol 238. Springer, Berlin
Zurück zum Zitat Bak P, Christensen K, Danon L, Scanlon T (2002) Unified scaling law for earthquakes. Phys Rev Lett 88:178501CrossRef Bak P, Christensen K, Danon L, Scanlon T (2002) Unified scaling law for earthquakes. Phys Rev Lett 88:178501CrossRef
Zurück zum Zitat Bak P, Tang C, Wiesenfeld K (1988) Self-organized criticality. Phys Rev A 38:364–374CrossRef Bak P, Tang C, Wiesenfeld K (1988) Self-organized criticality. Phys Rev A 38:364–374CrossRef
Zurück zum Zitat Bhattacharyya P, Chakrabarti BK (eds) (2007). Modelling critical and Catastrophic phenomena in geoscience. Lecture notes in physics, vol 705. Springer, Berlin Bhattacharyya P, Chakrabarti BK (eds) (2007). Modelling critical and Catastrophic phenomena in geoscience. Lecture notes in physics, vol 705. Springer, Berlin
Zurück zum Zitat Białecki M (2009) On discrete Sato-like theory with some specializations for finite fields (recent trends in integrable systems). RIMS Kokyuroku 1650:154–161 Białecki M (2009) On discrete Sato-like theory with some specializations for finite fields (recent trends in integrable systems). RIMS Kokyuroku 1650:154–161
Zurück zum Zitat Białecki M (2012a) An explanation of the shape of the universal curve of the Scaling Law for the earthquake recurrence time distributions. arXiv:1210.7142 [physics.geo-ph] Białecki M (2012a) An explanation of the shape of the universal curve of the Scaling Law for the earthquake recurrence time distributions. arXiv:1210.7142 [physics.geo-ph]
Zurück zum Zitat Białecki M (2012b) Finite random domino automaton. arXiv:1208.5886 [nlin.CG] Białecki M (2012b) Finite random domino automaton. arXiv:1208.5886 [nlin.CG]
Zurück zum Zitat Białecki M (2013) From statistics of avalanches to microscopic dynamics parameters in a Toy model of earthquakes. Acta Geophys 61(6):1677–1689 Białecki M (2013) From statistics of avalanches to microscopic dynamics parameters in a Toy model of earthquakes. Acta Geophys 61(6):1677–1689
Zurück zum Zitat Białecki M, Czechowski Z (2010) On a simple stochastic cellular automaton with avalanches: simulation and analytical results. In: De Rubeis V, Czechowski Z, Teisseyre R (eds) Synchronization and triggering: from fracture to earthquake processes, geoplanet–earth and planetary sciences, Springer, Berlin, pp 63–75. doi: 10.1007/978-3-642-12300-9_5 Białecki M, Czechowski Z (2010) On a simple stochastic cellular automaton with avalanches: simulation and analytical results. In: De Rubeis V, Czechowski Z, Teisseyre R (eds) Synchronization and triggering: from fracture to earthquake processes, geoplanet–earth and planetary sciences, Springer, Berlin, pp 63–75. doi: 10.​1007/​978-3-642-12300-9_​5
Zurück zum Zitat Białecki M, Czechowski Z (2013) On one-to-one dependence of rebound parameters on statistics of clusters: exponential and inverse-power distributions out of random domino automaton. J Phys Soc Jpn 82:014003. doi: 10.7566/JPSJ.82.014003 Białecki M, Czechowski Z (2013) On one-to-one dependence of rebound parameters on statistics of clusters: exponential and inverse-power distributions out of random domino automaton. J Phys Soc Jpn 82:014003. doi: 10.​7566/​JPSJ.​82.​014003
Zurück zum Zitat Białecki M, Doliwa A (2005) Algebro-geometric solution of the dKP equation over a finite fieldout of a hyperelliptic curve. Commun Math Phys 253:157–170. doi: 10.1007/s00220-004-1207-3 Białecki M, Doliwa A (2005) Algebro-geometric solution of the dKP equation over a finite fieldout of a hyperelliptic curve. Commun Math Phys 253:157–170. doi: 10.​1007/​s00220-004-1207-3
Zurück zum Zitat Chopard B, Droz M (2005) Cellular automata modeling of physical systems. Cambridge University Press, Cambridge Chopard B, Droz M (2005) Cellular automata modeling of physical systems. Cambridge University Press, Cambridge
Zurück zum Zitat Corral A (2004) Unified scaling law for earthquakes. Phys Rev Lett 92:108501CrossRef Corral A (2004) Unified scaling law for earthquakes. Phys Rev Lett 92:108501CrossRef
Zurück zum Zitat Corral A (2007) Statistical features of earthquake temporal occurrence. In: Bhattacharyya P, Chkrabarti BK (eds) Modelling critical and catastrophic phenomena in geoscience. Lecture notes in physics, vol 705. Springer, Berlin, pp 191–221 Corral A (2007) Statistical features of earthquake temporal occurrence. In: Bhattacharyya P, Chkrabarti BK (eds) Modelling critical and catastrophic phenomena in geoscience. Lecture notes in physics, vol 705. Springer, Berlin, pp 191–221
Zurück zum Zitat Czechowski Z (1991) A kinetic model of crack fusion. Geophys J Int 104:419–422CrossRef Czechowski Z (1991) A kinetic model of crack fusion. Geophys J Int 104:419–422CrossRef
Zurück zum Zitat Czechowski Z (1993) A kinetic model of nucleation, propagation and fusion of cracks. J Phys Earth 41:127–137CrossRef Czechowski Z (1993) A kinetic model of nucleation, propagation and fusion of cracks. J Phys Earth 41:127–137CrossRef
Zurück zum Zitat Czechowski Z (2013) On reconstruction of the Ito-like equation from persistent time series. Acta Geophys 61(6):1504–1521CrossRef Czechowski Z (2013) On reconstruction of the Ito-like equation from persistent time series. Acta Geophys 61(6):1504–1521CrossRef
Zurück zum Zitat Czechowski Z, Telesca L (2011) Construction of Ito model for geoelectrical signals. Phys A 390:2511–2519CrossRef Czechowski Z, Telesca L (2011) Construction of Ito model for geoelectrical signals. Phys A 390:2511–2519CrossRef
Zurück zum Zitat Czechowski Z, Telesca L (2013) Construction of a Langevin model from time series with a periodical correlation function: Application to wind speed data. Physica A 392:55925603 Czechowski Z, Telesca L (2013) Construction of a Langevin model from time series with a periodical correlation function: Application to wind speed data. Physica A 392:55925603
Zurück zum Zitat Doliwa A, Białecki M, Klimczewski P (2003) The Hirota equation over finite fields: algebro-geometric approach and multisoliton solutions. J Phys A Math Gen 36:4827–4839. doi:10.1088/0305-4470/36/17/309 Doliwa A, Białecki M, Klimczewski P (2003) The Hirota equation over finite fields: algebro-geometric approach and multisoliton solutions. J Phys A Math Gen 36:4827–4839. doi:10.​1088/​0305-4470/​36/​17/​309
Zurück zum Zitat Drossel B, Schwabl F (1992) Self-organized critical forest-fire model. Phys Rev Lett 69:1629–1632CrossRef Drossel B, Schwabl F (1992) Self-organized critical forest-fire model. Phys Rev Lett 69:1629–1632CrossRef
Zurück zum Zitat Flajolet P, Sedgewick R (2008) Analytic combinatorics. Cambridge University Press, Cambridge Flajolet P, Sedgewick R (2008) Analytic combinatorics. Cambridge University Press, Cambridge
Zurück zum Zitat Gonzalez A, Vazquez-Prada M, Gomez JB, Pacheco AF (2006) A way to synchronize models with seismic faults for earthquake forecasting: Insights from a simple stochastic model. Tectonophysics 424:319–334CrossRef Gonzalez A, Vazquez-Prada M, Gomez JB, Pacheco AF (2006) A way to synchronize models with seismic faults for earthquake forecasting: Insights from a simple stochastic model. Tectonophysics 424:319–334CrossRef
Zurück zum Zitat Holliday JR, Rundle JB, Turcotte DL (2009) Earthquake forecasting and verification. In: Meyers RA (ed) Encyclopedia of complexity and systems science. Springer, New York, pp 2438–2449 Holliday JR, Rundle JB, Turcotte DL (2009) Earthquake forecasting and verification. In: Meyers RA (ed) Encyclopedia of complexity and systems science. Springer, New York, pp 2438–2449
Zurück zum Zitat Jimenez A (2013) Cellular automata to describe seismicity: a review. Acta Geophys 61(6):1325–1350 Jimenez A (2013) Cellular automata to describe seismicity: a review. Acta Geophys 61(6):1325–1350
Zurück zum Zitat Kanki M, Mada J, Tokihiro T (2012) Discrete integrable equations over finite fields. Symmetry Integr Geom 8:054 Kanki M, Mada J, Tokihiro T (2012) Discrete integrable equations over finite fields. Symmetry Integr Geom 8:054
Zurück zum Zitat Lee Y-T, Telesca L, Chen C-C (2012) Negative correlation between frequency-magbitude power-law exponent and Hurst coefficient in the long-range Connective Sandpile model for earthquakes and for real seismicity. EPL 99:29001CrossRef Lee Y-T, Telesca L, Chen C-C (2012) Negative correlation between frequency-magbitude power-law exponent and Hurst coefficient in the long-range Connective Sandpile model for earthquakes and for real seismicity. EPL 99:29001CrossRef
Zurück zum Zitat Marekova E (2012) Testing a scaling law for the earthquake recurrence time distributions. Acta Geophys 60:858–873CrossRef Marekova E (2012) Testing a scaling law for the earthquake recurrence time distributions. Acta Geophys 60:858–873CrossRef
Zurück zum Zitat Nishiyama A, Tokihiro T (2011) Construction of an isotropic cellular automaton for a reaction-diffusion equation by means of a random walk. J Phys Soc Jpn 80:054003CrossRef Nishiyama A, Tokihiro T (2011) Construction of an isotropic cellular automaton for a reaction-diffusion equation by means of a random walk. J Phys Soc Jpn 80:054003CrossRef
Zurück zum Zitat Paczuski M, Bak P (1993) Theory of the one-dimensional forest-fire model. Phys Rev E 48:R3214–R3216CrossRef Paczuski M, Bak P (1993) Theory of the one-dimensional forest-fire model. Phys Rev E 48:R3214–R3216CrossRef
Zurück zum Zitat Rundle JB, Turcotte DL, Shcherbakov R, Klein W, Sammis C (2003) Statistical physics approach to understanding the multiscale dynamics of earthquake fault systems. Rev Geophys 41(4):1019CrossRef Rundle JB, Turcotte DL, Shcherbakov R, Klein W, Sammis C (2003) Statistical physics approach to understanding the multiscale dynamics of earthquake fault systems. Rev Geophys 41(4):1019CrossRef
Zurück zum Zitat Sloane NJA, Plouffe S (1995) The Encyclopedia of integer sequences. Academic Press, San Diego Sloane NJA, Plouffe S (1995) The Encyclopedia of integer sequences. Academic Press, San Diego
Zurück zum Zitat Stauffer D, Aharony A (1992) Introduction to percolation theory. Taylor & Francis, London Stauffer D, Aharony A (1992) Introduction to percolation theory. Taylor & Francis, London
Zurück zum Zitat Takahashi D, Satsuma J (1990) A soliton cellular automaton. J Phys Soc Jpn 59(10):3514–3519CrossRef Takahashi D, Satsuma J (1990) A soliton cellular automaton. J Phys Soc Jpn 59(10):3514–3519CrossRef
Zurück zum Zitat Takens F (1981) Dynamical systems and turbulence. In: Rand DA, Young LS (eds) Detecting strange attractors in turbulence. Lecture notes in mathematics, vol 898. Springer, Berlin, pp 366–381 Takens F (1981) Dynamical systems and turbulence. In: Rand DA, Young LS (eds) Detecting strange attractors in turbulence. Lecture notes in mathematics, vol 898. Springer, Berlin, pp 366–381
Zurück zum Zitat Tejedor A, Ambroj S, Gomez JB, Pacheco AF (2008) Predictability of the large relaxations in a cellular automaton model. J Phys A Math Theor 41:375102CrossRef Tejedor A, Ambroj S, Gomez JB, Pacheco AF (2008) Predictability of the large relaxations in a cellular automaton model. J Phys A Math Theor 41:375102CrossRef
Zurück zum Zitat Tejedor A, Gomez JB, Pacheco AF (2009) Earthquake size-frequency statistics in a forest-fire model of individual faults. Phys Rev E 79:046102CrossRef Tejedor A, Gomez JB, Pacheco AF (2009) Earthquake size-frequency statistics in a forest-fire model of individual faults. Phys Rev E 79:046102CrossRef
Zurück zum Zitat Tejedor A, Gomez JB, Pacheco AF (2010) Hierarchical model for disturbed seismicity. Phys Rev E 82:016118CrossRef Tejedor A, Gomez JB, Pacheco AF (2010) Hierarchical model for disturbed seismicity. Phys Rev E 82:016118CrossRef
Zurück zum Zitat Telesca L, Czechowski Z (2012) Discriminating geoelectrical signals measured in seismic and aseismic areas by using Ito models. Phys A 391:809–818CrossRef Telesca L, Czechowski Z (2012) Discriminating geoelectrical signals measured in seismic and aseismic areas by using Ito models. Phys A 391:809–818CrossRef
Zurück zum Zitat Tokihiro T (2004) Ultradiscrete systems (cellular automata). In: Grammaticos B, Kosmann-Schwarzbach T, Tamizhmani T (eds) Discrete integrable systems. Lecture notes in physics, vol 644. Springer, Berlin, pp 383–424 Tokihiro T (2004) Ultradiscrete systems (cellular automata). In: Grammaticos B, Kosmann-Schwarzbach T, Tamizhmani T (eds) Discrete integrable systems. Lecture notes in physics, vol 644. Springer, Berlin, pp 383–424
Zurück zum Zitat Tokihiro T, Takahashi D, Matsukidaira J, Satsuma J (1996) From solitonequations to integrable cellular automata through a limiting procedure. Phys Rev Lett 76:3247–3250CrossRef Tokihiro T, Takahashi D, Matsukidaira J, Satsuma J (1996) From solitonequations to integrable cellular automata through a limiting procedure. Phys Rev Lett 76:3247–3250CrossRef
Zurück zum Zitat Vazquez-Prada M, Gonzalez A, Gomez JB, Pacheco AF (2002) A minimalist model of characteristic earthquakes. Nonlinear Processes Geophys 9:513–519CrossRef Vazquez-Prada M, Gonzalez A, Gomez JB, Pacheco AF (2002) A minimalist model of characteristic earthquakes. Nonlinear Processes Geophys 9:513–519CrossRef
Zurück zum Zitat Vere-Jones D (2009) Earthquake occurrence and mechanisms, stochastic models for. In: Meyers RA (ed) Encyclopedia of complexity and systems science. Springer, New York, pp 2555–2580 Vere-Jones D (2009) Earthquake occurrence and mechanisms, stochastic models for. In: Meyers RA (ed) Encyclopedia of complexity and systems science. Springer, New York, pp 2555–2580
Zurück zum Zitat Weatherley D (2006) Recurrence interval statistics of cellular automaton seismicity models. Pure Appl Geophys 163:1933–1947CrossRef Weatherley D (2006) Recurrence interval statistics of cellular automaton seismicity models. Pure Appl Geophys 163:1933–1947CrossRef
Metadaten
Titel
Random Domino Automaton: Modeling Macroscopic Properties by Means of Microscopic Rules
verfasst von
Mariusz Białecki
Zbigniew Czechowski
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-07599-0_13