Effects of decision-making on the transport costs across complex networks

Sean Gourley, Neil F. Johnson

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

We analyse the effects of agents' decisions on the creation of congestion on a centralised network with ring-and-hub topology. We show that there are two classes of agents each displaying a distinct set of behaviours. The dynamics of the system are driven by an interplay between the formation of, and transition between, unique stable states that arise as the network is varied. We show how the flow of objects across the network can be understood in terms of the ordering and allocation of strategies. Our results show that the existence of congestion in a network is a dynamic process that is as much dependent on the agents' decisions as it is on the structure of the network itself.

Original languageEnglish (US)
Pages (from-to)82-88
Number of pages7
JournalPhysica A: Statistical Mechanics and its Applications
Volume363
Issue number1
DOIs
StatePublished - Apr 15 2006

Keywords

  • Agents
  • Congestion
  • Games
  • Networks
  • Transport

ASJC Scopus subject areas

  • Statistics and Probability
  • Condensed Matter Physics

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