Summary
There currently exists no means of specifying or analysing specific emergent behaviours in designed multi-component systems. For this reason, important questions about the lower level mechanisms giving rise to emergent behaviours cannot be resolved.
We provide a compositional definition of behaviours in terms of complex events, which can be defined at multiple levels of abstraction and related hierarchically. Based on existing theories of emergence, we also distinguish complex events that constitute emergent behaviours and those that do not. We describe how such emergent behaviours can be analysed by decomposition in terms of their underlying mechanisms.
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References
Bankes, S.C.: Agent-based modelling - a revolution? PNAS 99, 7199–7200 (2002)
Bonabeau, E., Dessalles, J.L.: Detection and emergence. Intellectica 2(25), 85–94 (1997)
Chen, C.-C., Nagl, S.B., Clack, C.D.: Specifying, detecting and analysing emergent behaviours in multi-level agent-based simulations. In: Proceedings of the Summer Simulation Conference, Agent-directed simulation. SCS (2007)
Dassow, J., Freund, R., Paun, G.: Cooperating array grammar systems. International Journal of Pattern Recognition Artificial Intelligence 9, 1029–1053 (1995)
Deguet, J., Demazeau, Y., Magnin, L.: Elements about the emergence issue - a survey of emergence definitions. ComPlexUs 3, 24–31 (2006)
Demazeau, Y.: Steps towards multi-agent oriented programming. In: First International Workshop on Multi Agent Systems, Boston, Mass (1997)
Dorigo, M., Tuci, E., Trianni, V., Gross, R., Nouyan, S., Ampatzis, C., Labella, T.H., O’Grady, R., Bonani, M., Mondada, F.: SWARM-BOT: Design and Implementation of Colonies of Self-assembling Robots, pp. 103–135 (2006)
Friedman, M.: Explanation and scientific undersatnding. Journal of Philosophy 71, 5–19 (1974)
Gleizes, M.-P., Camps, V., George, J.-P., Capera, D.: Engineering systems which generate emergent functionalities. In: Weyns, D., Brueckner, S.A., Demazeau, Y. (eds.) EEMMAS 2007. LNCS, vol. 5049, pp. 58–75. Springer, Heidelberg (2008)
Johnson, J.: Hypernetworks for reconstructing the dynamics of multilevel systems. In: Proceedings of European Conference on Complex Systems (November 2006)
Johnson, J.: Multidimensional Events in Multilevel Systems, pp. 311–334. Physica-Verlag HD (2007)
Kim, J.: Downward causation. In: Emergence or reduction?, vol. 1, pp. 119–138. Walter de Gruyter & Co. (1992)
Kubik, A.: Toward a formalization of emergence. Artificial Life 9, 41–66 (2003)
Parisey, N., Beurton-Aimar, M., Lales, C., Strandh, R., Mazat, J.P.: Towards modelling the q cycle by multi agent systems. In: ECAL 2005 (2005)
Ryan, A.: Emergence is coupled to scope, not level. Nonlinear Sciences (2007)
Salmon, W.: Scientific explanation and the causal structure of the world. Princeton University Press, Princeton (1984)
Sawyer, R.K.: Simulating emergence and downward causation in small groups. In: Moss, S., Davidsson, P. (eds.) Multi Agent Based Simulation: Proceedings of the Second International Workshop on Multi-Agent Based Simulation (MABS 2001), pp. 49–67. Springer, Heidelberg (2001)
Shalizi, C.: Causal Architecture, Complexity and Self-Organization in Time Series and Cellular Automata. PhD thesis, University of Michigan (2001)
Shalizi, C.R.: Methods and Techniques of Complex Systems Science: An Overview, pp. 33–114. Springer, New York (2006)
Sudeikat, J., Renz, W.: Toward systemic mas development: Enforcing decentralised self-organisation by composition and refinement of archetype dynamics. In: Engineering Environment-Mediated Multiagent Systems (EEMAS 2007). LNCS. Springer, Heidelberg (2007)
Walker, D.C., Southgate, J., Hill, G., Halcombe, M., Hose, D.R., Wood, S.M., Neil, M., Smallwood, R.H.: The epitheliome - agent-based modelling of the social behaviour of cells. BioSystems 76, 89–100 (2004)
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Chen, CC., Nagl, S.B., Clack, C.D. (2009). A formalism for multi-level emergent behaviours in designed component-based systems and agent-based simulations. In: Aziz-Alaoui, M.A., Bertelle, C. (eds) From System Complexity to Emergent Properties. Understanding Complex Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02199-2_4
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DOI: https://doi.org/10.1007/978-3-642-02199-2_4
Publisher Name: Springer, Berlin, Heidelberg
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