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Research on Bi-level Game Scheduling for Emergency Rescue Workers under the Condition of Limited Rationality

机译:紧急救援人员在有限理性条件下的双级游戏调度研究

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摘要

In the event of an emergency, the efficient and reasonable scheduling of emergency rescue workers in the initial stage of the emergency rescue process can considerably reduce the associated loss. In this regard, this paper proposes a bi-level game scheduling model for emergency rescue workers under the condition of limited rationality, primarily considering the demand game for limited emergency rescue workers in multiple disaster areas and the limited rational behavior of victims in the game process. Based on the proposed model, a Shuffled Frog Leaping Algorithm (SFLA) is designed to solve the problem. Finally, the rationality of the model is verified through a case study. The results indicate that the model of the emergency rescue workers scheduling (ERWS) proposed in this paper can take into account both the fairness of the scheduling while ensuring a satisfactory basic rescue effect, thereby considerably improving the satisfaction of the victims and reducing the loss resulting from the emergency. The findings can provide further emergency decision-making reference for decision-makers.
机译:在紧急情况下,应急救援过程初始阶段的应急救援人员的有效和合理调度可以大大减少相关损失。在这方面,本文提出了在合理性有限条件下的紧急救援工人的双级游戏调度模型,主要考虑了多次灾区有限应急救援人员的需求比赛以及游戏过程中受害者的有限合理行为。基于所提出的模型,设计了一种混洗蛙跳跃算法(SFLA)以解决问题。最后,通过案例研究验证了模型的合理性。结果表明,本文提出的紧急救援人员调度(ERWS)的模型可以考虑调度的公平性,同时确保令人满意的基本救援效果,从而大大提高了受害者的满足并降低了导致的损失从紧急情况。调查结果可以为决策者提供进一步的紧急决策参考。

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