Fifth International Conference on Parallel ‎Processing and Applied Mathematics

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Research Title: 
Accelerating Optimization of Input Parameters in Wildland Fire Simulation
Authors: 
B. Abdalhaq
Authors: 
A. Cortés
Authors: 
T. Margalef
Authors: 
E. Luque
Country: 
Poland
Date: 
Sun, 2003-09-07
Research Abstract: 

Fire propagation simulation is seen as a challenging problem in the area of simulation, due to the complexity of the physical models involved, the need for a great amount of computation and the difficulties of providing accurate input parameters. Input parameters appear as one of the major sources of deviation between predicted results and real-fire propagation. Evolutionary algorithms have been used to optimize the input parameters. However, such optimization techniques must be carried out during real-time operation and, therefore, certain methods must be applied to accelerate the optimization process. These methods take advantage of the computational power offered by distributed systems.