Abstract
The subject of the paper is a cellular automata with evolutionary transition functions, applied in urban context.
Using a cellular automata to describe a phenomenon, the defmition of the model consists in building the local transition rules; this process may be supported by a machine learning tool like a Learning Classifiers System.
This paper shows some simulations of learning of simple urban interaction rules.
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References
Batty M., Xie Y. (1994) From cells to cities, Environment and Planning B: Planning and Design,. 21, 531–548
Cecchini A, Viola F. (1992) Ficties (Fictitious Cities): A simulation for the creation of cities,International Seminar on Cellular Automata for Regional Analysis, Venice; copy avalaible from A. Cecchini, Ca’ Tron 5, 30135 Venice.
Couclelis H. (1985) Cellular Worlds: a framework for modelling micro-macro dynamics,Environment and Planning, 17, 585–596
Ghosh A. (1958) Input output approach to an allocative system, Economica, 25 Lowry I. S. (1964) A model of metropolis, Rand Corporation, Santa Monica, California
Papini L., Rabino G. (1997) Urban Cellular automata: an evolutionary prototype, Proceedings of the Second Conference on Cellular Automata for Research and Industry, 16–18 October Milan, Italy, Springer, 218–229
Phipps M. (1989) Dynamical behaviour of cellular automata under the constraint of neighbourhood coherence,Geographical Analysis, 21, 197–215
Portugali J., Benenson I. (1995) Artificial planning experience by means of a heuristic, Environment and Planning A, 27, 1647–1665
Tobler W. (1979) Cellular Geography, Philosophy and Geography, Gale and Olsson (D Reidel Dordrecht )
White R., Engelen G., Uljee I., (1993), Cellular automata modelling of fractal urban land use patterns: forecasting change for planning applications, Eighth European Colloquium on Theoretical and Quantitative Geography, Budapest.
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© 1997 Springer-Verlag Berlin Heidelberg
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Papini, L., Rabino, G.A. (1997). An Evolutionary Urban Cellular Automata: The Model and Some First Simulations. In: Conte, R., Hegselmann, R., Terna, P. (eds) Simulating Social Phenomena. Lecture Notes in Economics and Mathematical Systems, vol 456. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-03366-1_28
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DOI: https://doi.org/10.1007/978-3-662-03366-1_28
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