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Agent-Based Modeling Simulation of Social Adaptation and Long-Term Change in Inner Asia

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Book cover Advancing Social Simulation: The First World Congress

Abstract

We present a new international project to develop temporally and spatially calibrated agent-based models of the rise and fall of polities in Inner Asia (Central Eurasia) in the past 5,000 years. Gaps in theory, data, and computational models for explaining long-term sociopolitical change—both growth and decay—motivate this project. We expect three contributions: (1) new theoreticallygrounded simulation models validated and calibrated by the best available data; (2) a new long-term cross-cultural database with several data sets; and (3) new conceptual, theoretical, and methodological contributions for understanding social complexity and long-term change and adaptation in real and artificial societies. Our theoretical framework is based on explaining sociopolitical evolution by the process of “canonical variation”.

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References

  • Askarov, A, V. Volkov, N. Ser-Odjav (1992) Pastoral and nomadic tribes at the beginning of the first millennium B.C. In History of Civilization of Central Asia. A.H. Dani and V.M. Masson, eds. pp. 459–468. Paris: UNESCO.

    Google Scholar 

  • Barfield, T (2001) The Shadow Empires. In Empires. SE Alcock, T D’Altroy, KD Morrison, CM Sinopoli, eds. pp. 10–41. Cambridge University Press.

    Google Scholar 

  • Bremer, SA, M Mihalka (1977) Machiavelli in machina. In Problems of World Modeling, KW Deutsch, ed. Boston: Balllinger.

    Google Scholar 

  • Cioffi-Revilla, C (1998) Politics and Uncertainty. Cambridge University Press.

    Google Scholar 

  • Cioffi-Revilla, C (2002a) Invariance and universality in social agent-based simulations, Proceedings of the National Academy of Sciences of the U.S.A. 99, Suppl. 3, no. 14, May 14, 2002, pp. 7314–7316. http://www.pnas.org/cgi/content/fun/99/suppl 3/7314 URL

    Google Scholar 

  • Cioffi-Revilla, C (2002) Necessity and sufficiency in social phenomena: theoretical and methodological progress. In Necessary Conditions. G Goertz, H. Starr, eds. Lanham, MD: Rowman & Littlefield. 2002, pp. 295–303.

    Google Scholar 

  • Cioffi-Revilla, C (2005 [2002]) A canonical theory for the emergence and development of social complexity, Journal of Mathematical Sociology 29:133–153.

    Article  Google Scholar 

  • Cioffi-Revilla, C, H Starr (1995 [reprinted 2002]) Opportunity, willingness, and political uncertainty, Journal of Theoretical Politics, 7(4): 447–476.

    Article  Google Scholar 

  • Cioffi-Revilla, C (2006) The Big Collapse: A Brief Cosmology of Globalization. In Globalization and Global History, eds. B Gills, WR Thompson. London and New York: Routledge.

    Google Scholar 

  • Cioffi-Revilla, C, NM Gotts (2003) Comparative analysis of agent-based social simulations: GeoSim and FEARLUS models. Journal of Artificial Societies and Social Systems 6 (4). http://jasss,soc.surrey.ac.uk/JASSS.html URL

    Google Scholar 

  • Cioffi-Revilla, C, S Luke, DC Parker, JD Rogers, WW Fitzhugh, W Honeychurch, B Frohlich, P DePriest (2006) Agent-Based Dynamics of Social Complexity: Modeling Adaptive Behavior and Long-Term Change in Inner Asia. Proposal to the National Science Foundation, Human and Social Dynamics Program.

    Google Scholar 

  • Devlin, K (1991) Logic and Information. Cambridge University Press.

    Google Scholar 

  • Epstein, J (2006) Generative Social Science. Princeton University Press.

    Google Scholar 

  • Epstein, J, RL Axtell (1996) Growing Artificial Societies. Cambridge, MA: MIT Press.

    Google Scholar 

  • Feinman, G, J. Marcus, eds. (1998) Archaic States. School of American Research Press.

    Google Scholar 

  • Ferguson, YH, RW Mansbach (1996) Polities: Authority, Identities, and Change. Columbia, SC: University of South Carolina Press.

    Google Scholar 

  • Flannery, KV (1999) Process and agency in early state formation, Cambridge Archaeological Journal 9:3–21.

    Article  Google Scholar 

  • Fogel, DB, Michalewicz, Z (2000) How to Solve It. Berlin: Springer-Verlag.

    MATH  Google Scholar 

  • Gilbert, N, K Troitzsch (2005) Simulation for the Social Scientist. 2nd ed. Open University Press.

    Google Scholar 

  • Hiebert, F (1992) Pazyryk Chronology and Early Horse Nomads Reconsidered. Bulletin of the Asia Institute 6:117–129.

    Google Scholar 

  • Johnson, A, T Earle (2000) The Evolution of Human Societies. Stanford University Press.

    Google Scholar 

  • Korotayev, A, A Malkov, D Khaltourina (2006) Introduction to Social Macrodynamics: Secural Cycles and Millenial Trends. Moscow, Russia: URSS Scientific Literature and Textbooks.

    Google Scholar 

  • Lakatos, I (1970) Falsification and the Methodology of Scientific Research Programmes. In I Lakatos & A Musgrave, eds., Criticism and the Growth of Knowledge. Cambridge University Press.

    Google Scholar 

  • Lattimore, O (1940) Inner Asian Frontiers of China. New York: Oxford University Press.

    Google Scholar 

  • Lichbach, M (1996) The Cooperator’s Dilemma. University of Michigan Press.

    Google Scholar 

  • Liverani, M, D Parisi (1998) Assiri virtuali: un laboratorio didattico. Iter 1:27–38.

    Google Scholar 

  • Luke, S (2000) Issues in Scaling Genetic Programming. Ph.D. Dissertation, Department of Computer Science, University of Maryland, College Park, Maryland.

    Google Scholar 

  • Luke, S, C Cioffi-Revilla, L Panait, K Sullivan (2005) MASON, Simulation 81(7):517–527.

    Article  Google Scholar 

  • Malkov, AS (2004) Spatial Modeling of Historical Dynamics. Proceedings of the International Conference on Mathematical Modelling of Social and Economical Dynamics, Moscow, Russia, June 23–25, 2004.

    Google Scholar 

  • Malkov, AS (2004) The silk road simulation. Paper presented at the 34th Annual Meeting of the Society for Cross Cultural Research, Santa Fe, New Mexico, February 23–27, 2005.

    Google Scholar 

  • Marcus, J (1998) The Peaks and Valleys of Ancient States. In Archaic States. G Feinman, J Marcus, eds. pp. 59–94. Santa Fe: School of American Research Press.

    Google Scholar 

  • Mitchell, M (1996) An Introduction to Genetic Algorithms. Cambridge, MA: MIT Press.

    Google Scholar 

  • Parisi, D (1998) A cellular automata model of the expansion of the Assyrian empire. In Cellular Automata: Research Towards Industry, edited by S Bandini, R Serra and FS Liverani. London: Springer.

    Google Scholar 

  • Peregrine, P, M Ember, eds. 2004. Encyclopedia of Prehistory. New York: Kluwer Academic/Planum.

    Google Scholar 

  • Rogers, JD. 2007 The Contingencies of State Formation in Inner Asia. Asia Perspectives: in press.

    Google Scholar 

  • Rundle, J.B., W Kline, S Gross. (1996) Rupture Characteristics, Recurrence, and Predictability in a Slider-Block Model for Earthquakes. In Reduction and Predictability of Natural Disasters, edited by JB Rundle, W Kline and D Turcotte. Reading, MA: Addison-Wesley.

    Google Scholar 

  • Salzman, P (1999) Is Inequality Universal?. Current Anthropology 40:1:31–61.

    Article  Google Scholar 

  • Shelach, G (1999) Leadership Strategies, Economic Activity, and Interregional Interaction. New York: Plenum Press.

    Google Scholar 

  • Simon, HA (1996) The Sciences of the Artificial, 3rd ed. The MIT Press.

    Google Scholar 

  • Starr, H (1978) Opportunity and willingness as ordering concepts in the study of war, International Interactions 4:363–387.

    Google Scholar 

  • Tsybiktarov, AD (1998) Kul’tura plitochnykh mogil Mongolii i Zabaikal’ia [Culture of the Slab Burials of Mongolia and Zabaikal’e]. Ulan-Ude: Nauka.

    Google Scholar 

  • Turchin, P (2003) Historical Dynamics. Princeton University Press.

    Google Scholar 

  • von Neumann, J (1951) The General and Logical Theory of Automata. In Cerebral Mechanisms in Behavior, edited by AL Jeffress. New York: John Wiley.

    Google Scholar 

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Cioffi-Revilla, C. et al. (2007). Agent-Based Modeling Simulation of Social Adaptation and Long-Term Change in Inner Asia. In: Takahashi, S., Sallach, D., Rouchier, J. (eds) Advancing Social Simulation: The First World Congress. Springer, Tokyo. https://doi.org/10.1007/978-4-431-73167-2_18

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  • DOI: https://doi.org/10.1007/978-4-431-73167-2_18

  • Publisher Name: Springer, Tokyo

  • Print ISBN: 978-4-431-73150-4

  • Online ISBN: 978-4-431-73167-2

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