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Compatibility as underlying mechanism behind the evolution of networks

Author

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  • Cárdenas, J.P.
  • Mouronte, M.L.
  • Benito, R.M.
  • Losada, J.C.

Abstract

In this work we propose a dynamic network model based on an evolutive rule called compatibility. The presence of common topological properties observed in two real complex networks are well reproduced by the proposed model. These results suggest that the compatibility between nodes is sufficient to generate the complexity observed in real systems even considering that the new added nodes do not have the ability to know global information of the system.

Suggested Citation

  • Cárdenas, J.P. & Mouronte, M.L. & Benito, R.M. & Losada, J.C., 2010. "Compatibility as underlying mechanism behind the evolution of networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(8), pages 1789-1798.
    • Handle: RePEc:eee:phsmap:v:389:y:2010:i:8:p:1789-1798
    DOI: 10.1016/j.physa.2009.12.030
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    References listed on IDEAS

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    1. Ramon Ferrer i Cancho & Christiaan Janssen & Ricard V. Solé, 2001. "The Topology of Technology Graphs: Small World Patterns in Electronic Circuits," Working Papers 01-05-029, Santa Fe Institute.
    2. Dorogovtsev, S.N. & Mendes, J.F.F., 2003. "Evolution of Networks: From Biological Nets to the Internet and WWW," OUP Catalogue, Oxford University Press, number 9780198515906.
    3. Andreas Wagner, 2001. "The Yeast Protein Interaction Network Evolves Rapidly and Contains Few Redundant Duplicate Genes," Working Papers 01-04-022, Santa Fe Institute.
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    5. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
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    Cited by:

    1. Juan Pablo Cárdenas & Gerardo Vidal & Carolina Urbina & Gastón Olivares & Pablo Rodrigo & Miguel Fuentes, 2018. "Social Crises: Signatures of Complexity in a Fast-Growing Economy," Complexity, Hindawi, vol. 2018, pages 1-11, April.
    2. Cárdenas, Juan Pablo & Vidal, Gerardo & Urbina, Carolina & Olivares, Gastón & Fuentes, Miguel Angel, 2018. "Social crises. A network model approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 505(C), pages 35-48.
    3. Cárdenas, Juan Pablo & González, Iván & Vidal, Gerardo & Fuentes, Miguel Angel, 2016. "Does network complexity help organize Babel’s library?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 447(C), pages 188-198.

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