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A Column-Generation Approach for Joint Mobilization and Evacuation Planning

机译:联合动员和疏散计划的列生成方法

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Large-scale evacuation planning is a critical part of the preparation and response to natural and man-made disasters. Surprisingly, local authorities still primarily rely on expert knowledge and simple heuristics to design and execute evacuation plans, and rarely integrate human behavioral models in the process. This is partly explained by the limited availability of algorithms and decision support systems able to produce evacuation plans that are compatible with operational constraints. Apart from a few exceptions, existing evacuation approaches rely on free-flow models which assume that evacuees can be dynamically routed in the transportation network. However, free-flow models violate a key operational constraint in actual evacuation plans, i.e., the fact that all evacuees in a given residential zone are instructed to follow the same evacuation route. In addition, only few studies have considered behavioral models and the mobilization process, and mainly from a simulation perspective.
机译:大规模疏散计划是准备和应对自然和人为灾难的关键部分。令人惊讶的是,地方当局仍然主要依靠专家知识和简单的启发式方法来设计和执行疏散计划,并且很少在此过程中整合人类行为模型。部分原因是算法和决策支持系统的可用性有限,这些算法和决策支持系统无法生成与操作限制相适应的疏散计划。除了少数例外,现有的疏散方法依赖于自由流动模型,该模型假定可以在交通运输网络中动态路由疏散人员。然而,自由流动模型违反了实际疏散计划中的关键操作约束,即,指示给定居住区中的所有疏散人员都遵循相同的疏散路线。另外,只有很少的研究考虑了行为模型和动员过程,并且主要从模拟的角度进行了研究。

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