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Luck or reason

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The concept of preferential attachment is behind the hubs and power laws seen in many networks. New results fuel an old debate about its origin, and beg the question of whether it is based on randomness or optimization. See Letter p.537

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Figure 1: Randomness or optimization?

Notes

  1. *This article and the paper under discussion1 were published online on 12 September 2012.

References

  1. Papadopoulos, F., Kitsak, M., Serrano, M. A., Boguñá, M. & Krioukov, D. Nature 489, 537–540 (2012).

    Article  ADS  CAS  Google Scholar 

  2. Eggenberger, F. & Pólya, G. J. Appl. Math. Mech. (ZAMM) 3, 279–289 (1923).

    Google Scholar 

  3. Merton, R. K. Science 159, 56–63 (1968).

    Article  ADS  Google Scholar 

  4. Barabási, A.-L. & Albert, R. Science 286, 509–512 (1999).

    Article  ADS  MathSciNet  Google Scholar 

  5. Krapivsky, P. L., Redner, S. & Leyvraz, F. Phys. Rev. Lett. 85, 4629–4632 (2000).

    Article  ADS  CAS  Google Scholar 

  6. Jeong, H., Néda, Z. & Barabási, A.-L. Europhys. Lett. 61, 567–572 (2003).

    Article  ADS  CAS  Google Scholar 

  7. Newman, M. E. J. Phys. Rev. E 64, 025102(R) (2001).

    Article  ADS  Google Scholar 

  8. Dorogovtsev, S. N., Mendes, J. F. F. & Samukhin, A. N. Phys. Rev. Lett. 85, 4633–4636 (2000).

    Article  ADS  CAS  Google Scholar 

  9. Kumar, R. et al. in Proc. 19th Symp. Princ. Database Syst. (eds Vianu, V. & Gottlob, G.) 1–10 (ACM, 2000).

    Google Scholar 

  10. Pastor-Satorras, R., Smith, E. & Solé, R. V. J. Theor. Biol. 222, 199–210 (2003).

    Article  CAS  Google Scholar 

  11. Vazquez, A., Flammini, A., Maritan, A. & Vespignani, A. ComPlexUs 1, 38–44 (2003).

    Article  Google Scholar 

  12. D'Souza, R. M., Borgs, C., Chayes, J. T., Berger, N. & Kleinberg, R. D. Proc. Natl Acad. Sci. USA 104, 6112–6117 (2007).

    Article  ADS  CAS  Google Scholar 

  13. Fabrikant, A., Koutsoupias, E. & Papadimitriou, C. in Proc. 29th Int. Colloq. Automata, Languages and Programming (eds Widmayer, P. et al.) 110–122 (Springer, 2002).

    Book  Google Scholar 

  14. Kornai, A. Mathematical Linguistics 71 (Springer, 2008).

    Book  Google Scholar 

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Correspondence to Albert-László Barabási.

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Barabási, AL. Luck or reason. Nature 489, 507–508 (2012). https://doi.org/10.1038/nature11486

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