Affiliation:
1. Complex Systems Research Group and Centre for Complex Systems, Faculty of Engineering and IT, The University of Sydney, Sydney, New South Wales 2006, Australia
2. CSIRO Data61, PO Box 76, Epping, New South Wales 1710, Australia
Abstract
Urban transformations within large and growing metropolitan areas often generate critical dynamics affecting social interactions, transport connectivity and income flow distribution. We develop a statistical–mechanical model of urban transformations, exemplified for Greater Sydney, and derive a thermodynamic description highlighting critical regimes. We consider urban dynamics at two time scales: fast dynamics for the distribution of population and income, modelled via the maximum entropy principle, and slower dynamics evolving the urban structure under spatially distributed competition. We identify phase transitions between dispersed and polycentric phases, induced by varying the
social disposition
—a factor balancing the suburbs’ attractiveness—in contrast with the
travel impedance
. Using the Fisher information, we identify critical thresholds and quantify the thermodynamic cost of urban transformation, as the minimal work required to vary the underlying parameter. Finally, we introduce the notion of
thermodynamic efficiency of urban transformation
, as the ratio of the order gained during a change to the amount of required work, showing that this measure is maximized at criticality.
Funder
Australian Research Council
University of Sydney
Cited by
15 articles.
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