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Cities and complexity : understanding cities with cellular automata, agent-based models, and fractals
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ISBN: 9780262524797 0262025833 9780262025836 Year: 2005 Publisher: Cambridge (Mass.): MIT Press,

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Abstract

Viewing urban dynamics in the context of complexity theory; models and examples in scales from the local to the regional. Batty begins with models based on cellular automata (CA), simulating urban dynamics through the local actions of automata. He then introduces agent-based models (ABM), in which agents are mobile and move between locations. These models relate to many scales, from the scale of the street to patterns and structure at the scale of the urban region. Finally, Batty develops applications of all these models to specific urban situations, discussing concepts of criticality, threshold, surprise, novelty, and phase transition in the context of spatial developments.

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