手术室调度的协同控制模型

Bilal Bou Saleh, A. E. Moudni, M. Hajjar, O. Barakat
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引用次数: 1

摘要

外科手术块的有效管理必须允许实现预先计划的外科手术,但也要应对所有的意外和干扰,如紧急情况或延迟取消,并通过动态地适应已经进行的时间表。本研究主要针对外科手术室完成阶段的局部协同控制模型进行管理。更准确地说:提出了契约网络协议(CNP)在多智能体系统中任务分解和任务分配的应用;我们表明,它可以用来获得最佳的实时解决方案在成本方面的紧急手术的分配,可以在一天中的任何时间发生。通过在任何时间使用竞价协议算法“模拟交易”(ST),可以显著改善剩余时间的调度。重新调度问题的解决源于局部决策和问题解决规则。由于本地合作控制系统将包括优化本地性能和响应能力的策略。MAS通过控制白天过程的进度来解决动态规划问题。因此,它被设计成一个在线系统,具有随时随地的算法。所提出的控制模型,目前仍然缺乏,需要解决手术阻滞过程中固有的不确定性。研究重点:多智能体系统的分布式任务分配
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Cooperative Control Model Foroperating Theaterscheduling
The efficient management of a surgical block must allow to the realization of pre-planned surgical procedures but also to cope with all the aleas and disturbances as emergencies or late cancellations and this by adapting dynamically the schedule already in progress. This study focuses on the local cooperative control model to manage the surgical operating room process in the completion phase. More precisely: An application of the Contract Net Protocol (CNP) for task decomposition and task assignment in multi-agent systems is presented; we show that it can be used to get the best real-time solution in terms of cost for the assignment of emergency surgery that can happen at any time of the day. By the use at any time of the auction protocols algorithm called “simulated trading” (ST), the schedule for remaining time can be improved significantly. The solution of the rescheduling problem emerges from local decision-making and problem-solving rules. Since the local cooperative control system will include policies that optimize local performance and responsiveness. MAS solve the problem of dynamic planning by controlling the progress of the process during the day. Thus, it is designed as an online system with anytime algorithms. The proposed control model, which is still lacking today, is required to address uncertainties inherent in the surgical block process. Research focus: distributed task allocation with multi-agent systems
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