A Geographic Automata Model of Residential Mobility
Author(s) -
Paul M. Torrens
Publication year - 2007
Publication title -
environment and planning b planning and design
Language(s) - English
Resource type - Journals
eISSN - 1472-3417
pISSN - 0265-8135
DOI - 10.1068/b31070
Subject(s) - cellular automaton , underpinning , computer science , real estate , property (philosophy) , space (punctuation) , perception , core (optical fiber) , built environment , artificial intelligence , civil engineering , business , engineering , telecommunications , philosophy , finance , epistemology , neuroscience , biology , operating system
In this paper is described a model of residential mobility, built to simulate individual households, their perception of and reaction to varying conditions across different scales of inter- action, and their movements to occupy housing in a physical, social, and economic environment. The methodology underpinning the model is based on an automata core, which leverages the advantages it offers in terms of representing individual entities and their rule-based interactions. This methodology is extended, however, to incorporate geography-specific functionality, with advantages for the model- ing of human systems. The applicability of the methodology is demonstrated through the development of a rich model of residential mobility, in which individual households interact with other households and real-estate infrastructure, dynamically in space and time, to form synthetic communities and artificial property submarkets. Use of the model for what-if experimentation is demonstrated with synthetic economic and sociodemographic simulation scenarios.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom