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k-Core Organization in Complex Networks

In: Handbook of Optimization in Complex Networks

Author

Listed:
  • G. J. Baxter

    (Universidade de Aveiro)

  • S. N. Dorogovtsev

    (A. F. Ioffe Physico-Technical Institute)

  • A. V. Goltsev

    (A. F. Ioffe Physico-Technical Institute)

  • J. F. F. Mendes

    (Universidade de Aveiro)

Abstract

We analyse the complex network architectures based on the k-core notion, where the k-core is the maximal subgraph in a network, whose vertices all have internal degree at least k. We explain the nature of the unusual “hybrid” phase transition of the emergence of a giant k-core in a network, which combines a jump in the order parameter and a critical singularity, and relate this transition to critical phenomena in other systems. Finally, we indicate generic features and differences between the k-core problem and bootstrap percolation.

Suggested Citation

  • G. J. Baxter & S. N. Dorogovtsev & A. V. Goltsev & J. F. F. Mendes, 2012. "k-Core Organization in Complex Networks," Springer Optimization and Its Applications, in: My T. Thai & Panos M. Pardalos (ed.), Handbook of Optimization in Complex Networks, edition 1, chapter 0, pages 229-252, Springer.
  • Handle: RePEc:spr:spochp:978-1-4614-0754-6_9
    DOI: 10.1007/978-1-4614-0754-6_9
    as

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