Discrete Dynamics in Nature and Society · 1999 · 74 citations · 29 references
EngineeringUrban PlanningUrban StudiesSpatial ModelingUrban DemographyUrban EcologyAgent-based ModelingCellular AutomataComplex Systems ModelingEcological ModelingPopulation Dynamics ModelingUrban MigrationAgent-based Ecological ModelsAgent-based Population ModelsMulti-agent SimulationSpatiotemporal Urban DynamicsUrban MetapopulationsUrban Population AnalysisUrban SimulationUrban Simulation Modeling
The paper reviews different approaches to urban population from the point of view of the theory of complex systems. Regional models deal with large numbers of urban regions involved in exchanging population and resources among themselves. In contrast, ecological models deal with several qualitatively different types of relationships between a small number of components, aimed at understanding the most general laws of urban dynamic. Two relatively new approaches, namely Cellular Automata and multi-agent ones describe the macro‐processes resulting from uniform collective processes at the micro‐level of land parcels and migrating city individuals. Recent results of the multi‐agent simulations regarding abstract and real‐world systems are presented in more details.
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Self-Organization in Nonequilibrium Systems
G. Nìcolis, Ilya Prigogine · Medical Entomology and Zoology · 1977 · 5.3K citations
Michael Batty, Yichun Xie · Environment and Planning B Planning and Design · 1994 · 574 citations