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Exploring Maps with Greedy Navigators
Stockholm University, Faculty of Social Sciences, Department of Sociology. Umeå University, Sweden; Sungkyunkwan University, Korea.ORCID iD: 0000-0003-2156-1096
Number of Authors: 22012 (English)In: Physical Review Letters, ISSN 0031-9007, E-ISSN 1079-7114, Vol. 108, no 12, article id 128701Article in journal (Refereed) Published
Abstract [en]

During the last decade of network research focusing on structural and dynamical properties of networks, the role of network users has been more or less underestimated from the bird's-eye view of global perspective. In this era of global positioning system equipped smartphones, however, a user's ability to access local geometric information and find efficient pathways on networks plays a crucial role, rather than the globally optimal pathways. We present a simple greedy spatial navigation strategy as a probe to explore spatial networks. These greedy navigators use directional information in every move they take, without being trapped in a dead end based on their memory about previous routes. We suggest that the centralities measures have to be modified to incorporate the navigators' behavior, and present the intriguing effect of navigators' greediness where removing some edges may actually enhance the routing efficiency, which is reminiscent of Braess's paradox. In addition, using samples of road structures in large cities around the world, it is shown that the navigability measure we define reflects unique structural properties, which are not easy to predict from other topological characteristics. In this respect, we believe that our routing scheme significantly moves the routing problem on networks one step closer to reality, incorporating the inevitable incompleteness of navigators' information.

Place, publisher, year, edition, pages
2012. Vol. 108, no 12, article id 128701
National Category
Physical Sciences
Identifiers
URN: urn:nbn:se:su:diva-162412DOI: 10.1103/PhysRevLett.108.128701ISI: 000301853800008PubMedID: 22540627OAI: oai:DiVA.org:su-162412DiVA, id: diva2:1287568
Available from: 2019-02-11 Created: 2019-02-11 Last updated: 2019-02-11Bibliographically approved

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