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From Assortative to Dissortative Networks: The Role of Capacity Constraints

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  • Michael D. K\"onig
  • Claudio J. Tessone

    ()

  • Yves Zenou

Abstract

We consider a dynamic model of network formation where agents form and sever links based on the centrality of their potential partners. We show that the existence of capacity constrains in the amount of links an agent can maintain introduces a transition from dissortative to assortative networks. This effect can shed light on the distinction between technological and social networks as it gives a simple mechanism explaining how and why this transition occurs.

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Bibliographic Info

Paper provided by ETH Zurich, Chair of Systems Design in its series Working Papers with number CCSS-10-012.

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Handle: RePEc:stz:wpaper:ccss-10-012

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Keywords: Complex network; centrality; Capacity contraints;

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References

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  1. Fernando Vega Redondo, 2002. "Building Up Social Capital In A Changing World," Working Papers. Serie AD 2002-26, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  2. Sanjeev Goyal & Marco van der Leij & José Luis Moraga Gonzales, 2004. "Economics: An Emerging Small World?," CESifo Working Paper Series 1287, CESifo Group Munich.
  3. Ballester, Coralio & Calvó-Armengol, Antoni & Zenou, Yves, 2005. "Who’s Who in Networks. Wanted: The Key Player," CEPR Discussion Papers 5329, C.E.P.R. Discussion Papers.
  4. Calvó-Armengol, Antoni & Patacchini, Eleonora & Zenou, Yves, 2008. "Peer Effects and Social Networks in Education," CEPR Discussion Papers 7060, C.E.P.R. Discussion Papers.
  5. Álex Arenas & Antonio Cabrales & Leon Danon & Albert Díaz-Guilera & Roger Guimerà & Fernando Vega-Redondo, 2003. "Optimal Information Transmission in Organizations: Search and Congestion," Working Papers 64, Barcelona Graduate School of Economics.
  6. Fagiolo, Giorgio, 2005. "Endogenous neighborhood formation in a local coordination model with negative network externalities," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 297-319, January.
  7. Guimera, R. & Danon, L. & Diaz-Guilera, A. & Giralt, F. & Arenas, A., 2006. "The real communication network behind the formal chart: Community structure in organizations," Journal of Economic Behavior & Organization, Elsevier, vol. 61(4), pages 653-667, December.
  8. König, Michael & Tessone, Claudio J. & Zenou, Yves, 2009. "A Dynamic Model of Network Formation with Strategic Interactions," CEPR Discussion Papers 7521, C.E.P.R. Discussion Papers.
  9. Aouchiche, M. & Bell, F.K. & Cvetkovic, D. & Hansen, P. & Rowlinson, P. & Simic, S.K. & Stevanovic, D., 2008. "Variable neighborhood search for extremal graphs. 16. Some conjectures related to the largest eigenvalue of a graph," European Journal of Operational Research, Elsevier, vol. 191(3), pages 661-676, December.
  10. Soramäki, Kimmo & Bech, Morten L. & Arnold, Jeffrey & Glass, Robert J. & Beyeler, Walter E., 2007. "The topology of interbank payment flows," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 379(1), pages 317-333.
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Cited by:
  1. Mario V.Tomasello & Mauro Napoletano & Antonio Garas & Franck Schweitzer, 2013. "The rise and fall of RD networks," Documents de Travail de l'OFCE 2013-15, Observatoire Francais des Conjonctures Economiques (OFCE).
  2. repec:spo:wpecon:info:hdl:2441/f6h8764enu2lskk9p5487a6cm is not listed on IDEAS
  3. Daniel Fricke & Karl Finger & Thomas Lux, 2013. "On Assortative and Disassortative Mixing Scale-Free Networks: The Case of Interbank Credit Networks," Kiel Working Papers 1830, Kiel Institute for the World Economy.

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