Gravity model in the Korean highway
arXiv:0710.1274 · doi:10.1209/0295-5075/81/48005
Abstract
We investigate the traffic flows of the Korean highway system, which contains both public and private transportation information. We find that the traffic flow T(ij) between city i and j forms a gravity model, the metaphor of physical gravity as described in Newton's law of gravity, P(i)P(j)/r(ij)^2, where P(i) represents the population of city i and r(ij) the distance between cities i and j. It is also shown that the highway network has a heavy tail even though the road network is a rather uniform and homogeneous one. Compared to the highway network, air and public ground transportation establish inhomogeneous systems and have power-law behaviors.
13 pages
References in corpus (16)
- Emergence of scaling in random networks
- The structure and function of complex networks
- The architecture of complex weighted networks
- Classes of behavior of small-world networks
- The scaling laws of human travel
- Hierarchical Structure in Financial Markets
- The worldwide air transportation network: Anomalous centrality, community structure, and cities' global roles
- Small-world properties of the Indian Railway network
- Is the Boston subway a small-world network ?
- Statistical Analysis of Airport Network of China
- Topology of correlation based minimal spanning trees in real and model markets
- Statistical analysis of 22 public transport networks in Poland
- Stations, trains and small-world networks
- Degree stability of a minimum spanning tree of price return and volatility
- Characteristics of the Korean stock market correlations
- Identification of clusters of companies in stock indices via Potts super-paramagnetic transitions
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