论文标题

在细胞-DEV的耦合下关闭以优化存储资源:野火传播案例研究

Closure under Coupling of Cellular-DEVS for the Optimization of Memory Resource: Wildfire Spread Case Study

论文作者

Dahmani, Youcef, Hamri, Maamar El Amine, Driouche, Nesrine

论文摘要

目前的工作旨在表明在开发人员规范中使用耦合下关闭的属性的优势之一。本文所涉及的优势试图解决通过细胞-DEV模拟系统模拟过程中的内存资源的需求。绩效的改善是基于开发形式主义中耦合下财产关闭的使用。考虑到此属性并考虑到每个细胞-DEVS原子模型的迭代行为,我们同时提供了许多模型的模拟。该方法始于细胞-DEVS耦合模型的规范,然后将其转换为等效开发原子模型。因此,这种转换的目的是将需要大量计算资源的大量原子模型转换为一个开发原子模型。在使用DEV和细胞-DEV的森林火灾传播的建模和模拟的工作结束时,介绍了一个案例研究。介绍了森林火模型的细胞-DEV及其非模块化等效开发原子模型的规范。最后,两种方法之间的比较在资源消耗期间介绍。

The present work aims to show one of the advantages of using the property of closure under coupling in the DEVS specification. The advantage concerned in this paper attempts to address the need for memory resources during the simulation of systems by cellular-DEVS. This improvement of performance is based on the usage of the property closure under coupling in the DEVS formalism. With this property and taking account of the iterative behavior of each cellular-DEVS atomic model, we provide simulation of many models simultaneously. The method starts with the specification of the cellular-DEVS coupled model which is then converted into its equivalent DEVS atomic model. Thus, the goal of this conversion is to transform large quantities of atomic models coupled together, which require huge computational resources, into one DEVS atomic model. A case study is presented at the end of the work on modeling and simulation of forest fire propagation using DEVS and cellular-DEVS. A specification by cellular-DEVS of the forest fire model and its non-modular equivalent DEVS atomic model are presented. Finally, a comparison between both methods is presented in term of consumption of resources.

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