Abstract
In many social contexts, organisation emerges through interactions between individuals, and not by design. Often these interactions occur in two different phases: a local phase in which closely related individuals interact, and a global phase, in which individuals interact more widely within a community. We show that this Dual Phase Evolution (DPE) is capable of producing common patterns of organization found in real social networks, including the spontaneous appearance of modular structures.
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Green, D.G., Leishman, T.G., Sadedin, S.: The Emergence of Social Consensus in Simulation Studies with Boolean Networks. In: First World Congress on Social Simulation, pp. 1–8. Kyoto University, Kyoto (2006)
Stocker, R., Green, D.G., Newth, D.: Consensus and Cohesion in Simulated Social Networks. Journal of Artificial Societies and Social Simulation 4 (2001), http://www.soc.surrey.ac.uk/JASSS/4/4/5.html
Stocker, R., Cornforth, D., Green, D.G.: The Impact of Television on Cohesion in Social Networks - A Simulation Study. In: Namatame, A., Green, D., Aruka, Y., Sato, H. (eds.) Complex Systems, pp. 222–228. Chuo University, Tokyo (2002)
Stocker, R., Cornforth, D., Green, D.G.: A Simulation of the Impact of Media on Social Cohesion. Advances in Complex Systems 6, 349–359 (2003)
Bransden, T.G., Green, D.G.: Getting Along with Your Neighbours-Emergent Cooperation in Networks of Adaptive Agents. In: Ohuchi, A., Suzuki, K., Gen, M., Green, D.G. (eds.) Workshop on Intelligent and Evolutionary Systems (IES 2005), Future University-Hakodate, Japan (2005), http://www.waseda.jp/sem-genlab/~IES2005/
Green, D.G., Leishman, T.G., Sadedin, S.: Dual Phase Evolution - A Mechanism for Self-Organization in Complex Systems. InterJournal, 1–8 (2006)
Watts, D.J., Strogatz, S.H.: Collective Dynamics of ‘Small-World’ Networks. Nature 393, 440–442 (1998)
Milgram, S.: The Small World Problem. Psychology Today 2, 60–67 (1967)
Barabasi, A.L., Albert, R., Jeong, H.: Scale-Free Characteristics of Random Networks: The Topology of the World-Wide Web. Physica A 281, 69–77 (2000)
Paperin, G., Green, D.G., Sadedin, S., Leishman, T.G.: A Dual Phase Evolution Model of Adaptive Radiation in Landscapes. In: Randall, M., Abbass, H.A., Wiles, J. (eds.) ACAL 2007. LNCS (LNAI), vol. 4828, pp. 131–143. Springer, Heidelberg (2007)
Leishman, T.G., Green, D.G., Paperin, G.: Dual Phase Evolution - A Mechanism for Self-Organization and Optimization. In: 11th Asia-Pacific Worksop on Intelligent and Evolutionary Systems, pp. 1–8. National Defence Academy, Japan (2005), http://www.nda.ac.jp/cs/IES2007/finalprog.htm
Erdös, P., Renyi, A.: On the Evolution of Random Graphs. Hungarian Academy of Sciences 5, 17–61 (1960)
Bak, P., Tang, C., Weisenfeld, K.: Self-Organized Criticality. Physical Review A 38, 364–374 (1988)
Pimm, S.: Food Webs. Chapman and Hall, London (1982)
Bearman, P.S., Moody, J., Stovel, K.: Chains of Affection: The Structure of Adolescent Romantic and Sexual Networks. American Journal of Sociology 110, 44–91 (2004)
May, R.M., Levin, S.A., Sugihara, G.: Ecology for bankers. Nature 451, 893–895 (2008)
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Leishman, T.G., Green, D.G., Driver, S. (2009). Self-organization in Simulated Social Networks. In: Purvis, M., Savarimuthu, B.T.R. (eds) Computer-Mediated Social Networking. ICCMSN 2008. Lecture Notes in Computer Science(), vol 5322. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02276-0_15
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DOI: https://doi.org/10.1007/978-3-642-02276-0_15
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