Urban land use change is a complex and dynamic process. It is therefore important to understand the complexity involved with system dynamics and choose appropriate modelling approaches. For this purpose, this paper firstly reviews how artificial intelligence (AI) approaches provide solutions to aid urban land dynamics modelling. The three dimensions that are considered pivotal for the understanding of urban dynamic processes – urban land dynamics, planning support and AI infrastructure – are defined. Once these three dimensions are clarified, it is possible to propose the different solution spaces provided by AI approaches using a graphic representation of a cube and its associated mathematical formulation. It is therefore possible to understand and define the best data model to represent the complexity of different phenomena in urban systems.
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February 2013
Research Article|
February 01 2013
Selecting artificial intelligence urban models using waves of complexity Available to Purchase
Ning Wu;
Ning Wu
1
PhD student, Department of Land Economy, University of Cambridge, Cambridge, UK
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Elisabete A. Silva, PhD, FRICS, MRITP
Elisabete A. Silva, PhD, FRICS, MRITP
2
Senior Lecturer, University of Cambridge, Cambridge, UK
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Publisher: Emerald Publishing
Received:
April 11 2012
Accepted:
August 16 2012
Online ISSN: 1755-0807
Print ISSN: 1755-0793
ICE Publishing: All rights reserved
2013
Proceedings of the Institution of Civil Engineers - Urban Design and Planning (2013) 166 (1): 76–90.
Article history
Received:
April 11 2012
Accepted:
August 16 2012
Citation
Wu N, Silva EA (2013), "Selecting artificial intelligence urban models using waves of complexity". Proceedings of the Institution of Civil Engineers - Urban Design and Planning, Vol. 166 No. 1 pp. 76–90, doi: https://doi.org/10.1680/udap.12.00014
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