English

Multiplex Network Structure Enhances the Role of Generalized Reciprocity in Promoting Cooperation

Populations and Evolution 2018-05-24 v1

Abstract

In multi-agent systems, cooperative behavior is largely determined by the network structure which dictates the interactions among neighboring agents. These interactions often exhibit multidimensional features, either as relationships of different types or temporal dynamics, both of which may be modeled as a "multiplex" network. Against this background, here we advance the research on cooperation models inspired by generalized reciprocity, a simple pay-it-forward behavioral mechanism, by considering a multidimensional networked society. Our results reveal that a multiplex network structure can act as an enhancer of the role of generalized reciprocity in promoting cooperation by acting as a latent support, even when the parameters in some of the separate network dimensions suggest otherwise (i.e. favor defection). As a result, generalized reciprocity forces the cooperative contributions of the individual agents to concentrate in the dimension which is most favorable for the existence of cooperation.

Keywords

Cite

@article{arxiv.1805.09107,
  title  = {Multiplex Network Structure Enhances the Role of Generalized Reciprocity in Promoting Cooperation},
  author = {Viktor Stojkoski and Zoran Utkovski and Elisabeth Andre and Ljupco Kocarev},
  journal= {arXiv preprint arXiv:1805.09107},
  year   = {2018}
}

Comments

Extended abstract of "The Role of Multiplex Network Structure in Cooperation through Generalized Reciprocity"