On the Perturbation of Self-Organized Urban Street Networks
arXiv:1903.06016 · doi:10.1007/s41109-019-0153-0
Abstract
We investigate urban street networks as a whole within the frameworks of information physics and statistical physics. Urban street networks are envisaged as evolving social systems subject to a Boltzmann-mesoscopic entropy conservation. For self-organized urban street networks, our paradigm has already allowed us to recover the effectively observed scale-free distribution of roads and to foresee the distribution of junctions. The entropy conservation is interpreted as the conservation of the surprisal of the city-dwellers for their urban street network. In view to extend our investigations to other urban street networks, we consider to perturb our model for self-organized urban street networks by adding an external surprisal drift. We obtain the statistics for slightly drifted self-organized urban street networks. Besides being practical and manageable, this statistics separates the macroscopic evolution scale parameter from the mesoscopic social parameters. This opens the door to observational investigations on the universality of the evolution scale parameter. Ultimately, we argue that the strength of the external surprisal drift might be an indicator for the disengagement of the city-dwellers for their city.
arXiv comment22 pages, 4 figures + 1 table, LaTeX2e+BMCArt+AmSLaTeX+enotez
References in corpus (16)
- Power-law distributions in empirical data
- The Network Analysis of Urban Streets: A Primal Approach
- Centrality Measures in Spatial Networks of Urban Streets
- A Topological Pattern of Urban Street Networks: Universality and Peculiarity
- Networks and Cities: An Information Perspective
- Random planar graphs and the London street network
- Street-based Topological Representations and Analyses for Predicting Traffic Flow in GIS
- Self-organized Natural Roads for Predicting Traffic Flow: A Sensitivity Study
- Topological Structure of Urban Street Networks from the Perspective of Degree Correlations
- Implementation of the Combined--Nonlinear Condensation Transformation
- Robustness and Closeness Centrality for Self-Organized and Planned Cities
- A short account of a connection of Power Laws to the Information Entropy
- Information-Based Physics: An Observer-Centric Foundation
- Information Physics: The New Frontier
- Measuring on Lattices
- Structure Entropy, Self-Organization, and Power Laws in Urban Street Networks: Evidence for Alexander's Ideas