洪灾被困人员搜救的模糊定位-路径问题研究
Fuzzy location-routing problem of search for victims in flood
考虑洪灾被困人员搜救在时间上的紧迫性,以及洪灾环境下救援船只行驶时间和被困人员施救过程的不确定性,建立了一个带时间窗和搜救时间模糊的定位-路径问题优化模型,并提出了一种遗传算法,算法采取三段式实数编码,并设计与编码相应的交叉和变异操作,同时在迭代过程中添加替代操作以加快收敛速度,从而对出救船只和避难所的选择以及救援船只搜救路线安排进行集成优化。算例分析结果表明,该模型和算法为洪灾被困人员搜救决策提供了一种可借鉴的方法。
onsidering the urgency of search for victims in flood, the uncertainty of boats' travel time and rescue process under disaster environment, an optimization model of Location-Allocation Problem(LRP) with time windows and fuzzy rescue time was established, and a improved genetic algorithm was introduced to optimize globally the choice of shelters and the arrangement of routes for ships. The algorithm used three-stage real-code and matching crossover and mutation operators. And a replacement operator was added in the iterative process to accelerate convergence. The result of simulated test indicates that the model and the algorithm provide a method for the decision of search for victims in Flood.
李守英、马祖军、郑斌
治河工程、防洪工程灾害、灾害防治
洪灾定位-路径问题改进遗传算法模糊时间
floodlocation-routing problemimproved genetic algorithmfuzzy time
李守英,马祖军,郑斌.洪灾被困人员搜救的模糊定位-路径问题研究[EB/OL].(2010-10-18)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/201010-255.点此复制
评论