https://doi.org/10.1140/epjb/e2009-00090-x
Public transport networks: empirical analysis and modeling
1
Applied Mathematics Research Centre, Coventry University, Coventry, CV1 5FB, UK
2
Physikalisches Institut, Universität Freiburg, 79104 Freiburg, Germany
3
Laboratoire de Physique des Matériaux, Université Henri Poincaré, Nancy 1, 54506 Vandœuvre les Nancy Cedex, France
4
Institute for Condensed Matter Physics, National Academy of Sciences of Ukraine, 79011 Lviv, Ukraine
5
Institut für Theoretische Physik, Johannes Kepler Universität Linz, 4040 Linz, Austria
Corresponding author: a hol@icmp.lviv.ua
Received:
1
October
2008
Revised:
17
December
2008
Published online:
14
March
2009
Public transport networks of fourteen cities of so far unexplored network size are analyzed in standardized graph representations: the simple graph of the network map, the bipartite graph of routes and stations, and both one mode projections of the latter. Special attention is paid to the inter-relations and spatial embedding of transport routes. This systematic approach reveals rich behavior beyond that of the ubiquitous scale-free complex network. We find strong evidence for structures in PTNs that are counter-intuitive and need to be explained, among these a pronounced diversity in the expression of typical network characteristics within the present sample of cities, a surprising geometrical behavior with respect to the two-dimensional geographical embedding and an unexpected attraction between transport routes. A simple model based on these observations reproduces many of the identified PTN properties by growing networks of attractive self-avoiding walks.
PACS: 02.50.-r – Probability theory, stochastic processes, and statistics / 07.05.Rm – Data presentation and visualization: algorithms and implementation / 89.75.Hc – Networks and genealogical trees
© EDP Sciences, Società Italiana di Fisica, Springer-Verlag, 2009