A coevolutionary model of strategic network formation

Ibrahim Al-Shyoukh, Jeff S. Shamma

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In foundational models of network formation, the mechanisms for link formation are based solely on network topology. For example, preferential attachment uses degree distributions, whereas a strategic connections model uses internode distances. These dynamics implicitly presume that such benefits and costs are instantaneous functions of the network topology. A more detailed model would include that benefits and costs are themselves derived through a dynamic process, which, in the absence of time-scale separation, necessitates a coevolutionary analysis. This paper introduces a new coevolutionary model of strategic network formation. In this model, network formation evolves along with the flow of benefits from one node to another. We examine the emergent equilibria of this combined dynamics of network formation and benefit flow.We show that the class of strict equilibria is stable (or robust to small perturbations in the benefits flows).

Original languageEnglish (US)
Title of host publicationComplex Networks V
Subtitle of host publicationProceedings of the 5th Workshop on Complex Networks CompleNet 2014
PublisherSpringer Verlag
Pages167-180
Number of pages14
ISBN (Print)9783319054001
DOIs
StatePublished - Jan 1 2014

Publication series

NameStudies in Computational Intelligence
Volume549
ISSN (Print)1860-949X

ASJC Scopus subject areas

  • Artificial Intelligence

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