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A Noncooperative Model of Network Formation
Abstract
We present an approach to network formation based on the notion that social networks are formed by individual decisions that trade off the costs of forming and maintaining links against the potential rewards from doing so. We suppose that a link with another agent allows access, in part and in due course, to the benefits available to the latter via his own links. Thus individual links generate externalities whose value depends on the level of decay/delay associated with indirect links. A distinctive aspect of our approach is that the costs of link formation are incurred only by the person who initiates the link. This allows us to formulate the network formation process as a noncooperative game. We first provide a characterization of the architecture of equilibrium networks. We then study the dynamics of network formation. We find that individual efforts to access benefits offered by others lead, rapidly, to the emergence of an equilibrium social network, under a variety of circumstances. The limiting networks have simple architectures, e.g., the wheel, the star, or generalizations of these networks. In many cases, such networks are also socially efficient.
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Burt, R. S. (1992) · doi:10.4159/9780674029095 · Cited by 9,093
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Introduction to stochastic actor-based models for network dynamics
Snijders, T. A. B., van de Bunt, G. G., & Steglich, C. E. G. (2010) · Social Networks · doi:10.1016/j.socnet.2009.02.004 · Cited by 2,103
Coalitional game theory for communication networks
Saad, W., Han, Z., Debbah, M., Hjorungnes, A., & Basar, T. (2009) · IEEE Signal Processing Magazine · doi:10.1109/msp.2009.000000 · Cited by 1,051
Cooperation Prevails When Individuals Adjust Their Social Ties
Santos, F. C., Pacheco, J. M., & Lenaerts, T. (2006) · PLoS Computational Biology · doi:10.1371/journal.pcbi.0020140 · Cited by 556
ARZAGHI, M., & HENDERSON, J. V. (2008) · Review of Economic Studies · doi:10.1111/j.1467-937x.2008.00499.x · Cited by 508
Metadata
- Authors
- Bala, V., & Goyal, S.
- Venue
- Econometrica
- Publisher
- The Econometric Society
- Published
- 2000-09
- Volume
- 68
- Issue
- 5
- Pages
- 1181-1229
- ISSN
- 0012-9682 (ISSN-L)
- 1468-0262
- OpenAlex
- W4246632162
- Cited by
- 1,072
- References
- 1
- FWCI
- 30.44
- Type
- journal article
- Language
- en
- Open access
- closed
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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