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Complex Networks and Symmetry II: Reciprocity and Evolution of World Trade
Center for the Study of Complex Systems, University of Siena, Via Roma 56, 53100 Siena, Italy
LEM, Sant’Anna School of Advanced Studies, Piazza Martiri della Libertà 33, 56127 Pisa, Italy
Department of Chemistry, University of Siena, Via Aldo Moro 1, 53100 Siena, Italy
* Author to whom correspondence should be addressed.
Received: 25 August 2010; in revised form: 17 September 2010 / Accepted: 20 September 2010 / Published: 27 September 2010
Abstract: We exploit the symmetry concepts developed in the companion review of this article to introduce a stochastic version of link reversal symmetry, which leads to an improved understanding of the reciprocity of directed networks. We apply our formalism to the international trade network and show that a strong embedding in economic space determines particular symmetries of the network, while the observed evolution of reciprocity is consistent with a symmetry breaking taking place in production space. Our results show that networks can be strongly affected by symmetry-breaking phenomena occurring in embedding spaces, and that stochastic network symmetries can successfully suggest, or rule out, possible underlying mechanisms.
Keywords: complexity; networks; symmetry breaking; World Trade Web
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MDPI and ACS Style
Ruzzenenti, F.; Garlaschelli, D.; Basosi, R. Complex Networks and Symmetry II: Reciprocity and Evolution of World Trade. Symmetry 2010, 2, 1710-1744.
Ruzzenenti F, Garlaschelli D, Basosi R. Complex Networks and Symmetry II: Reciprocity and Evolution of World Trade. Symmetry. 2010; 2(3):1710-1744.
Ruzzenenti, Franco; Garlaschelli, Diego; Basosi, Riccardo. 2010. "Complex Networks and Symmetry II: Reciprocity and Evolution of World Trade." Symmetry 2, no. 3: 1710-1744.