Cellular Automata, Agents with Mobility and GIS for Socio-Environmental Problems
Alexander S. Makarenko, Anton Musienko, Anna Popova, Gennadiy Poveshenko, Evgeniy Samorodov, Evgeniy Terpil, Alexander Trofimenko · Journal of Earth Science Research · 2013
Some real applications of improved cellular automata models are considered. It is considered the improvement of models by using the real data from GIS and incorporating the concepts from other methodologies - especially from neural networks and learning. The urban planning is the natural field for cellular automata applications. So in proposed report we also describe the results of further development of some cellular type models to the urban planning. We describe one model which allows considering different processes in the case of Ukrainian capital - Kyiv. Also migration processes and voting processes have been considered. Following the analysis of received results some new ways of cellular automata development are discussed.