Network Formation with Endogenous Link Strength and Decreasing Returns to Investment

We study the formation of networks where agents choose how much to invest in each relationship. The benefit that an agent can derive from a network depends on the strength of the direct links between agents. We assume that the strength of the direct link between any pair of agents is a concave function of their investments towards each other. In comparison with some existing models of network formation where the strength technology is a convex function of investment, we find that (i) the symmetric complete network can dominate the star architecture in terms of total utility; (ii) a dominating symmetric complete network needs not be stable; and, (iii) star and complete networks can be dominated by small-world networks.

[1]  Mathew D. McCubbins,et al.  Knowledge and networks: An experimental test of how network knowledge affects coordination , 2014, Soc. Networks.

[2]  Hannu Salonen,et al.  Reciprocal Equilibria in Link Formation Games , 2014 .

[3]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[4]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994, Structural analysis in the social sciences.

[5]  Francesco Feri,et al.  Coordination in evolving networks with endogenous decay , 2013 .

[6]  J. Coleman,et al.  Medical Innovation: A Diffusion Study. , 1967 .

[7]  F. Deroian Endogenous link strength in directed communication networks , 2009, Math. Soc. Sci..

[8]  Camille Roth,et al.  Connections: An Introduction to the Economics of Networks by Sanjeev Goyal , 2010, J. Artif. Soc. Soc. Simul..

[9]  M. Jackson,et al.  The stability and efficiency of directed communication networks , 2000 .

[10]  Anne van den Nouweland,et al.  Strongly Stable Networks , 2002, Games Econ. Behav..

[11]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[12]  Sanjeev Goyal,et al.  A Noncooperative Model of Network Formation , 2000 .

[13]  Matthew O. Jackson,et al.  The Economics of Small Worlds , 2005 .

[14]  O. Hall,et al.  Medical Innovation: A Diffusion Study. By James S. Coleman, Elihu Katz, and Herbert Menzel. Foreword by Joseph A. Precker. Indianapolis: The Bobbs-Merrill Company, 1966. 246 pp. Illustrated. $2.95. Paper , 1967 .

[15]  P. Jean-Jacques Herings,et al.  Communication Network Formation with Link Specificity and Value Transferability , 2010, Eur. J. Oper. Res..

[16]  M. Jackson,et al.  A Strategic Model of Social and Economic Networks , 1996 .

[17]  Alexander Grey,et al.  The Mathematical Theory of Infectious Diseases and Its Applications , 1977 .

[18]  Leonie Baumann Time allocation in friendship networks ∗ , 2014 .

[19]  Francis Bloch,et al.  Communication networks with endogenous link strength , 2009, Games Econ. Behav..

[20]  Suresh Mutuswami,et al.  Stable Networks* , 1601 .