Abstract
A novel approach to automata-based modeling for spatial systems is described: geographic automata and Geographic Automata Systems. We detail a framework that takes advantage of the formalism of automata theory and GI Science to unite cellular automata and multi-agent systems techniques, and provides a spatial approach to bottom-up modeling of complex geographic systems that are comprised of infrastructure and human objects. The suitability of the framework is also discussed with reference to existing cellular automata and multi-agent systems models used in urban studies. Practical implementation of the framework is illustrated with reference to an object-based urban simulation environment and implementation of a popular socio-spatial segregation model.
Original language | English |
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Pages (from-to) | 385-412 |
Number of pages | 28 |
Journal | International Journal of Geographical Information Science |
Volume | 19 |
Issue number | 4 |
DOIs | |
State | Published - Apr 2005 |
Keywords
- Cellular automata
- Geographic Automata Systems
- Geographic Information Science
- Geographic Information Systems
- Geosimulation
- Multi-agent systems