特殊应用方法:在火灾蔓延应用中的Cell-DEVS量化技术

A. Muzy, E. Innocenti, A. Aiello, J. Santucci, Gabriel A. Wainer
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引用次数: 9

摘要

我们介绍了使用cd++工具来模拟和模拟森林火灾的蔓延。使用Cell-DEVS形式化实现了半物理火灾蔓延模型。Cell-DEVS的使用可以证明模拟引擎的正确性,并且允许即使是非计算机科学专家也可以对问题进行建模。cd++的高级语言降低了建模器的算法复杂性,同时允许复杂的蜂窝定时行为。不同的Cell-DEVS量化技术的使用和发展,以减少执行时间。在模型演化、仿真时间和产生误差之间进行了时间改进和权衡。最后,在实验的基础上,提出了新的量化技术的发展方向。
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Methods for special applications: Cell-DEVS quantization techniques in a fire spreading application
We present the use of the CD++ tool to model and simulate forest fire-spread. A semi-physical fire spread model is implemented using the Cell-DEVS formalism. The use of Cell-DEVS enables proving the correctness of the simulation engines and permits to model the problem even by a non-computer science specialist. The high level language of CD++ reduces the algorithmic complexity for the modeler while allowing complex cellular timing behaviors. Different Cell-DEVS quantization techniques are used and developed to decrease execution time. The study is realized regarding time improvement and trades-off between model evolution, simulation time and incurred error. Finally, based on experimentations, interesting perspectives are defined to develop new quantization techniques.
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