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The dynamics of financial stability in complex networks

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Abstract

We address the problem of banking system resilience by applying off-equilibrium statistical physics to a system of particles, representing the economic agents, modelled according to the theoretical foundation of the current banking regulation, the so called Merton-Vasicek model. Economic agents are attracted to each other to exchange ‘economic energy’, forming a network of trades. When the capital level of one economic agent drops below a minimum, the economic agent becomes insolvent. The insolvency of one single economic agent affects the economic energy of all its neighbours which thus become susceptible to insolvency, being able to trigger a chain of insolvencies (avalanche). We show that the distribution of avalanche sizes follows a power-law whose exponent depends on the minimum capital level. Furthermore, we present evidence that under an increase in the minimum capital level, large crashes will be avoided only if one assumes that agents will accept a drop in business levels, while keeping their trading attitudes and policies unchanged. The alternative assumption, that agents will try to restore their business levels, may lead to the unexpected consequence that large crises occur with higher probability.

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Authors and Affiliations

  1. Departamento de Física, Faculdade de Ciências da Universidade de Lisboa, 1649-003, Lisboa, Portugal

    J. P. da Cruz & P. G. Lind

  2. Closer Consultoria Lda, Avenida Engenheiro Duarte Pacheco, Torre 2, 14°-C, 1070-102, Lisboa, Portugal

    J. P. da Cruz

  3. Center for Theoretical and Computational Physics, University of Lisbon, Av. Prof. Gama Pinto 2, 1649-003, Lisbon, Portugal

    P. G. Lind

Authors
  1. J. P. da Cruz
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  2. P. G. Lind
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Correspondence to J. P. da Cruz.

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da Cruz, J.P., Lind, P.G. The dynamics of financial stability in complex networks. Eur. Phys. J. B 85, 256 (2012). https://doi.org/10.1140/epjb/e2012-20984-6

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