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一种高效快速的多技能呼叫中心人力需求的计算模型 被引量:1

Fast and Effective Model for Labor Force Planning for Multi-skill Call Centers
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摘要 针对多技能呼叫中心提出一种高效快速的人力需求计算模型:首先不考虑难以分析的路由策略,通过构造多面集来近似解空间,从而得到一个可快速求解的线性规划模型,然后以该解作为搜索起点,结合路由策略,运行模拟仿真进行调整,以保证最终解是可行的,最后在此基础上,通过模拟仿真进一步调优.实验验证了这种计算模型的可行性与高效性. A fast and effective model is proposed for the problem of labor force planning for multi-skill call centers. The model takes 2 steps: first, it builds polyhedral sets to approximate the space of the solutions, without considering the routing policies, which is hard to analyze, so that the problem is reduced to a problem of linear programming. The solution to this problem is easily obtained, and it is used as the starting point for verification and optimization: simulations are run, with the configured routing policy, to verify the feasibility of the solution, and to further optimize the solution. Experiments are conducted, which show that the model is feasible and highly effective.
出处 《小型微型计算机系统》 CSCD 北大核心 2009年第2期361-366,共6页 Journal of Chinese Computer Systems
关键词 多技能呼叫中心 人力资源规划 模拟仿真 线性规划 路由策略 multi-skill call center labor force planning simulation linear programming routing policy
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参考文献16

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二级参考文献12

  • 1Gans N,Koole G,Mandelbaum A.Telephone call centers:Tutorial,review,and research prospects[J].Manufacturing & Service Operation Management,2003,5(2):79-141.
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共引文献5

同被引文献7

  • 1Gans N, Koole G, Mandelbaum A. Telephone call centers: tutorial, research prospects [ J ]. Manufacturing and Service Operations Management ,2003,5:79 - 141.
  • 2Roberto Cordone et al. Optimal selection of contracts and work shifts in multi -skill call centers[ J]. EURO Journal on Computational Optimization,2014,2, (4) :247 -277.
  • 3Thomas R. Robbins. A stochastic programming model for scheduling call centers with global Service Level Agreements [ J ]. European Journal of Operational Research, 2010,207,(3) :1608 - 1619.
  • 4Mohamed Aly O. Loul. A goal programming model for staff scheduling at a telecommunications center [ J ]. Journal of Mathematical Modelling and Algorithms in Operations Research ,2013,12 (2) : 167 - 178.
  • 5戴韬.一种分布式呼叫中心排班模型[J].上海管理科学,2012,34(1):81-85. 被引量:5
  • 6徐迅羽,杨根科.呼叫中心排班优化模型的研究[J].微型电脑应用,2012,28(6):55-61. 被引量:5
  • 7苏强,赵飞.多技能呼叫中心排班算法研究[J].系统工程理论与实践,2015,35(1):239-246. 被引量:15

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