关于消防直升机规划的优化模型

Marta Rodríguez Barreiro, María José Ginzo Villamayor, Fernando Pérez Porras, María Luisa Carpente Rodríguez, Silvia María Lorenzo Freire
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引用次数: 0

摘要

在野火期间,空中协调员的工作对于控制野火、最大限度地减少烧毁面积和造成的损失至关重要。由于协调人员掌握决策工具非常有用,因此本框架讨论了一个优化模型,以获得灭火直升机的最佳规划,决定飞机应装载水的地点、应工作的野火区域以及每架直升机应分配的休息基地。我们开发了一个混合整数线性规划模型,该模型考虑到了直升机在封闭回路中的配置以及西班牙的空中飞行规定。由于模型的复杂性,开发了基于模拟退火和迭代局部搜索元启发式技术的两种算法。这两种算法都通过真实数据实例进行了测试,取得了非常有前景的结果,可用于未来在野火演变过程中的飞机规划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On an optimization model for firefighting helicopter planning
During a wildfire, the work of the aerial coordinator is crucial for the control of the wildfire and the minimization of the burned area and the damage caused. Since it could be very useful for the coordinator to have decision-making tools at his/her disposal, this framework deals with an optimization model to obtain the optimal planning of firefighting helicopters, deciding the points where the aircraft should load water, the areas of the wildfire where they should work, and the rest bases to which each helicopter should be assigned. It was developed a Mixed Integer Linear Programming model which takes into account the configuration of helicopters, in closed circuits, as well as the flight aerial regulations in Spain. Due to the complexity of the model, two algorithms are developed, based on the Simulated Annealing and Iterated Local Search metaheuristic techniques. Both algorithms are tested with real data instances, obtaining very promising results for future application in the planning of aircraft throughout a wildfire evolution.
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