面向应急救援的多目标资源调度机制
发布时间：2019-01-12 10:00
【摘要】：突发公共事件发生后,应急资源调度作为应急管理的重要环节,是其实现救援价值的重要体现.首先从应急管理角度分析了资源调度策略的影响因素,然后以优化时间满意度、成本耗费和需求满意度为目标构建多目标应急资源调度模型,通过引入粒子群算法求解多目标函数,决策出效用满意度最大的资源调度方案.最后,以效用满意度作为应急资源调度的均衡性指标.仿真实验结果表明,该方法具有较好的效用满意度,提高了资源调度的有效性.
[Abstract]:As an important link of emergency management, emergency resource scheduling is an important embodiment of the value of emergency rescue after public emergencies occur. This paper first analyzes the influencing factors of resource scheduling strategy from the perspective of emergency management, and then constructs a multi-objective emergency resource scheduling model aiming at optimizing time satisfaction, cost consumption and demand satisfaction. By introducing particle swarm optimization (PSO) algorithm to solve multi-objective function, a resource scheduling scheme with maximum utility satisfaction is proposed. Finally, the utility satisfaction is regarded as the balanced index of emergency resource scheduling. The simulation results show that the method has better utility satisfaction and improves the efficiency of resource scheduling.
【作者单位】： 北京邮电大学网络与交换技术国家重点实验室;中国人寿电子商务有限公司;
【基金】：国家自然科学基金项目(61272515) 国家科技支撑计划项目(2015BAH03F02,2015BAI11B01)
【分类号】：D035;TP18
本文编号：2407650
[Abstract]:As an important link of emergency management, emergency resource scheduling is an important embodiment of the value of emergency rescue after public emergencies occur. This paper first analyzes the influencing factors of resource scheduling strategy from the perspective of emergency management, and then constructs a multi-objective emergency resource scheduling model aiming at optimizing time satisfaction, cost consumption and demand satisfaction. By introducing particle swarm optimization (PSO) algorithm to solve multi-objective function, a resource scheduling scheme with maximum utility satisfaction is proposed. Finally, the utility satisfaction is regarded as the balanced index of emergency resource scheduling. The simulation results show that the method has better utility satisfaction and improves the efficiency of resource scheduling.
【作者单位】： 北京邮电大学网络与交换技术国家重点实验室;中国人寿电子商务有限公司;
【基金】：国家自然科学基金项目(61272515) 国家科技支撑计划项目(2015BAH03F02,2015BAI11B01)
【分类号】：D035;TP18
【相似文献】
相关期刊论文 前1条
1 李从东;曹策俊;杨琴;谢天;;BOX理论在多阶段应急资源调度中的应用研究——以应急响应阶段为例[J];中国安全科学学报;2014年07期
相关硕士学位论文 前2条
1 万静静;非常规突发事件应急资源调度系统构建研究[D];武汉理工大学;2013年
2 刘梦喜;突发公共事件网格化应急资源调度研究[D];电子科技大学;2012年
，本文编号：2407650
本文链接：https://www.wllwen.com/kejilunwen/zidonghuakongzhilunwen/2407650.html
