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  Comparing simulation methods for fire spreading across a fuel bed (2002) [8 citations — 3 self]

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by Alexandre Muzy
In Proceedings of AIS'2002
http://www.sce.carleton.ca/faculty/wainer/celldevs/../papers/AIS02Fire.PDF
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Abstract:

We present a comparison between DEVS, Cell-DEVS and a sequential computer simulation of a semi-physical fire spread model. Forest fire is a complex phenomenon, which requires analyzing model evolution and requires high computing capabilities. Hence, we discuss about different environment language implementations (C, Java and C++) for time improvement looking at trade-off between model evolutivity and simulation time provided by the different approaches. Finally, we show how Cell-DEVS allows developing safe and cost-effective simulations, reducing significantly the development times for cellular models. 1.

Citations

137 Theory and Applications of Cellular Automata – Wolfram - 1986
46 A mathematical model for predicting fire spread in wildland fires – Rothermel - 1972
33 Application of the cell-DEVS paradigm for cell spaces modeling and simulation – Wainer, Giambiasi
11 Models of complex physical systems using Cell-DEVS – Ameghino, Troccoli, et al. - 2001
9 Dynamic modelling of fire spread across a fuel bed – Balbi, Santoni, et al. - 1999
8 2001 NeuroDEVS, an hybrid methodology to describe complex systems – Bisgambiglia, M - 2002
5 Fire modeling using dynamic structure cellular automata – Barros, Ball - 1998
4 Simulation of fire growth using discrete event hierarchical modular models. EARSeL – Vasconcelos, Pereira, et al. - 1995
3 An object oriented environment applied to a semi-physical model of fire spread across a fuel bed – Muzy, Marcelli, et al. - 2001
2 Numerical study of a two-dimensional reaction-diffusion model of fire spread across a fuel bed – Santoni, Balbi - 1997
1 DEVS theory of quantized systems". Advanced simulation technology thrust DARPA contract – Zeigler - 1998
1 Theory of modeling and simulation". 2nd Edition – Zeigler, Praehofer, et al. - 2000