Title :
Using Rule-based Fuzzy Cognitive Maps to Model Dynamic Cell Behavior in Voronoi Based Cellular Automata
Author :
Carvalho, João Paulo ; Carola, Marco ; Tomé, José A B
Author_Institution :
Inst. de Eng. de Sistemas e Comput., Lisbon
Abstract :
This paper focus on the use of Rule Based Fuzzy Cognitive Maps to represent cell behaviour in Voronoi Based Cellular Automata in order to model the dynamics of temporal and spatial propagation processes. As an application example, the proposed approach is applied to modelling and simulation of forest fire propagation.
Keywords :
cellular automata; cognitive systems; computational geometry; fuzzy set theory; fuzzy systems; knowledge based systems; spatiotemporal phenomena; Voronoi based cellular automata; dynamic cell behaviour; rule based fuzzy cognitive map; spatial-temporal process; Automata; Biological system modeling; Economic forecasting; Fires; Fuzzy cognitive maps; Fuzzy systems; Geographic Information Systems; Humans; Predictive models; Uncertainty;
Conference_Titel :
Fuzzy Systems, 2006 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9488-7
DOI :
10.1109/FUZZY.2006.1681933
