从急诊科到病房的公平路由:异质服务器的QED队列

On Fair Routing from Emergency Departments to Hospital Wards: QED Queues with Heterogeneous Servers

Management Science · 2012
被引 97
人大 A+FT50UTD24ABS 4*

中文导读

研究急诊科与病房之间的瓶颈问题,提出随机化最空闲路由策略,在保证公平性的同时仅需各病房空闲床位数信息,适用于医院实时管理。

Abstract

The interface between an emergency department and internal wards is often a hospital's bottleneck. Motivated by this interaction in an anonymous hospital, we analyze queueing systems with heterogeneous server pools, where the pools represent the wards, and the servers are beds. Our queueing system, with a single centralized queue and several server pools, forms an inverted-V model. We introduce the randomized most-idle (RMI) routing policy and analyze it in the quality- and efficiency-driven regime, which is natural in our setting. The RMI policy results in the same server fairness (measured by idleness ratios) as the longest-idle-server-first (LISF) policy, which is commonly used in call centers and considered fair. However, the RMI policy utilizes only the information on the number of idle servers in different pools, whereas the LISF policy requires information that is unavailable in hospitals on a real-time basis. This paper was accepted by Assaf Zeevi, stochastic models and simulation.

急诊-病房路由异质服务台QED队列最空闲随机路由服务器公平性