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A survey on skill-based routing with applications to service operations management

机译:基于技能路由的调查与服务运营管理的应用程序

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摘要

Service systems often feature multiple classes of customers with different service needs and multiple pools of servers with different skillsets. How to efficiently match customers of different classes with servers of different skillsets is of great importance to the management of these systems. In this survey, we review works on skill-based routing in queues. We first summarize key insights on routing/scheduling policies developed in the literature. We then discuss complications brought by modern service operations management problems, particularly healthcare systems. These complications stimulate a growing body of literature on new modeling and analysis tools. Lastly, we provide additional numerical experiments to highlight the complex nature of a routing problem motivated from hospital patient-flow management, and provide some useful intuition to develop good skill-based routing policies in practice. Our goal is to provide a brief overview of the skill-based routing research landscape and to help generate interesting research ideas.
机译:服务系统通常具有多种类别的客户,具有不同的服务需求以及具有不同技能的多个服务器池。如何用不同技能的服务器有效地匹配不同类别的客户对这些系统的管理非常重要。在本调查中,我们在队列中审查了基于技能路由的工作。我们首先总结了在文献中开发的路由/调度政策的关键见解。然后,我们讨论现代服务运营管理问题,特别是医疗系统所带来的并发症。这些并发症刺激了新的建模和分析工具上的越来越多的文献。最后,我们提供了额外的数值实验,以突出来自医院患者流动管理的路由问题的复杂性,并提供一些有用的直觉,以在实践中开发基于技能的路由政策。我们的目标是简要概述基于技能的路由研究景观,并帮助产生有趣的研究理念。

著录项

  • 来源
    《Queueing systems》 |2020年第2期|53-82|共30页
  • 作者单位

    Department of IEOR Columbia University 500 West 120th Street New York NY 10027 USA;

    School of Business Columbia University 3022 Broadway New York NY 10027 USA;

    Krannert School of Management Purdue University 403 W State St West Lafayette IN 47907 USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Queueing theory; Skill-based routing; Asymptotic analysis;

    机译:排队理论;基于技能的路由;渐近分析;

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